Question: A person walking starts from a paved road surface and needs to reach a hard, flat paved area. The terrain includes loose, sandy ground; grassy or shrubby areas; and cultivated fields with crops, but these are rough and uneven, making them uncomfortable to walk on. Trees are present, but their roots and uneven ground beneath them cause discomfort. You must avoid any liquid surfaces and vertical structures. What is the most comfortable path?

What is the most comfortable path from the paved road surface to the hard, flat paved area?


Question: An off-road vehicle is on a paved lane and must reach another paved lane. The available terrain includes hard, compacted surfaces, as well as open vegetated areas and cultivated fields. The vehicle can drive on the hard surfaces, and can also traverse the vegetated and cultivated areas because the ground is dry and firm, providing sufficient traction and clearance. What is the shortest path?

What is the shortest path from the starting paved lane to the destination paved lane?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: A quadcopter drone starts from a cultivated field with crops, you need to navigate to another cultivated field across a region that includes open water bodies and vegetated areas with soft, uneven ground. The quadcopter drone can fly over all surfaces, but flying through dense vegetation or near vertical structures is restricted due to safety regulations. What is the shortest path to reach the destination?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An agricultural drone starts from a paved lane and needs to reach a cultivated field. The terrain includes hard, flat surfaces like sidewalks and parking lots, as well as loose, uneven ground with crops. You can fly over the cultivated field because it is open and unobstructed. What is the shortest path to the destination?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter drone starts from a flat, cultivated field with soft, tilled soil and needs to reach a hard, paved lane used by vehicles. The drone can fly over most surfaces but must avoid areas with dense vertical obstacles like tall trees or buildings, as they could cause turbulence or collisions. Liquid surfaces such as rivers or lakes are permissible but may introduce instability due to wind reflections or spray. The objective is to find a path that maximizes ride comfort by prioritizing smooth, stable airspace.

A flat, cultivated field with soft, tilled soil

What is the most comfortable path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial survey drone starts from a densely vegetated area with tall, leafy canopies and needs to reach a cultivated field with low, uniform vegetation. The drone must avoid any liquid surfaces and solid vertical structures, and it can only fly over soft ground or vegetated surfaces that are not obstructed by dense overhead obstacles. What is the most comfortable path?

Bareland
Rangeland
Tree
Agriculture land


Question: An aerial surveillance drone starts from a dry, sandy patch with no vegetation, and aiming to reach a flat, paved area, an aerial surveillance drone must fly over a route that includes only surfaces that are solid enough to support aerial passage, such as open sandy expanses, hard artificial surfaces, vehicle lanes, and liquid bodies. The drone cannot pass through dense vertical obstacles like tall trees or structures, and must avoid any areas with thick overhead cover. What is the shortest path?

Starting from a dry, sandy patch with no vegetation

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An off-road vehicle starts from a paved, hard surface area and needs to reach a loose, sandy or rocky ground without vegetation. The terrain includes smooth, stable paved surfaces, compacted vehicle lanes, and cultivated fields with soft soil that are accessible for driving. However, grassy or shrub-covered areas, individual trees or wooded patches, water bodies, and vertical structures are not traversable. What is the shortest path?

Bareland
Developed space
Road
Agriculture land


Question: A hiker starts from a grassy, uneven area with scattered shrubs and needs to reach an open, dry ground of loose sand and rocks as quickly as possible. You are a hiker wearing sturdy boots, and the vegetation is sparse enough to walk through without obstruction. The paved sidewalks and vehicle lanes are currently blocked due to maintenance, so you cannot use them. What is the fastest path?

grassy, uneven terrain with scattered shrubs

open, dry ground composed of loose sand and rocks

What is the fastest path from the grassy, uneven starting point to the open, dry destination?


Question: A quadcopter drone starts from a patch of loose, sandy ground and needs to reach another patch of loose, sandy ground as quickly as possible. The drone can fly over hard, paved surfaces, vegetated crop fields, and areas with tall, dense vegetation, but must avoid liquid surfaces and vertical structures. Which path allows the drone to travel the fastest?

Bareland
Rangeland
Developed space
Road
Tree
Agriculture land


Question: An aerial survey drone starts from a patch of loose, sandy ground with scattered rocks and needs to reach a flat, hard, paved surface. The drone can fly over open sandy or rocky areas, flat paved surfaces, cultivated fields with low crops, and calm water bodies. It can also fly near or between tall vertical structures, but must avoid dense clusters of tall vegetation that could entangle its rotors. The primary objective is to minimize the risk of collision, loss of control, or damage to the drone. What is the safest path?

Starting from a patch of loose, sandy ground with scattered rocks.

The destination is a flat, hard, paved surface.

Bareland
Developed space
Road
Water
Agriculture land
Building


Question: A quadcopter drone starts from a patch of loose, sandy ground with scattered rocks and no vegetation and needs to reach another area of similar loose, sandy ground with scattered rocks and no vegetation. The drone can fly over open, flat surfaces like bare earth and paved lanes, but must avoid densely packed vertical obstacles like tall, leafy structures. It can also pass over cultivated fields with low, uniform vegetation. The drone cannot pass through solid, enclosed structures or liquid bodies. What is the shortest path?

Starting from a patch of loose, sandy ground with scattered rocks and no vegetation.

The destination is another area of similar loose, sandy ground with scattered rocks and no vegetation.

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: A hiker starts from loose, sandy ground and needs to reach another area of loose, sandy ground. The terrain includes hard, paved surfaces suitable for walking, as well as vehicle lanes with hard surfaces. All other terrain types are not traversable. What is the shortest path?


Question: An aerial drone starts from a paved landing pad and needs to reach a dry, open area of loose earth and rocks while prioritizing flight comfort. The drone can only fly over hard, paved surfaces, over dry, open ground with loose earth and rocks, and over lanes used by vehicles. It cannot fly through wooded areas or through built structures. What is the most comfortable path?


Question: A quadcopter drone is launched from grassy, uneven terrain and needs to reach a target on loose, sandy ground. The drone can fly over natural open ground, grassy areas, paved lanes, cultivated fields, and water bodies, but must avoid flying through dense vegetation and cannot pass through or land on structures. The drone prioritizes stable, predictable airspace to maximize flight comfort and minimize turbulence. What path should the drone take to reach the target while maximizing flight comfort?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An off-road vehicle starts from a paved lane and needs to reach a grassy field. The vehicle can drive on paved lanes and grassy fields, but cannot go through trees, water bodies, or buildings. What is the shortest path?

What is the shortest path from the paved lane to the grassy field?


Question: A hiker starts from a shaded area under a tall, leafy canopy and needs to reach a gentle, grassy slope. The terrain includes loose, sandy patches and a smooth, paved lane, but you prefer surfaces that are stable and even to avoid tripping or discomfort. The paved lane is currently closed for maintenance, so it cannot be used. What is the most comfortable path to take?

Bareland
Rangeland
Developed space
Tree
Agriculture land


Question: A quadcopter drone starts from a cultivated crop area and needs to reach a paved vehicle lane. The terrain includes areas of loose sand or rock, natural grassy or shrub-covered ground, artificial hard surfaces, individual or clustered tall vertical obstacles, liquid bodies, and planted fields. For this journey, you can fly over all terrain types except densely packed tall vertical obstacles and solid vertical structures, which must be avoided by maintaining a safe altitude. The liquid bodies can be flown over but may cause discomfort due to potential downdrafts.

What is the most comfortable path to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A delivery drone starts from a paved lane and needs to reach a cultivated field. The drone can fly over hard surfaces, liquid bodies, and vegetated areas, but must avoid tall vertical obstacles and structures. The goal is to find the most comfortable path, prioritizing surfaces that allow stable and vibration-free flight, while deprioritizing areas that might cause turbulence or instability.

What is the most comfortable path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial surveillance drone starts from a cultivated field, an aerial surveillance drone must reach a grassy or shrub-covered area. The drone can fly over hard surfaces like paved areas and vehicle lanes, liquid bodies, and vertical structures, but must avoid dense overhead obstacles. Which path should it take to minimize the total travel distance?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land
Building


Question: An aerial survey drone starts from a paved lane and needs to reach a cultivated crop field while minimizing operational risks. The drone can fly over open liquid surfaces, but must avoid any areas with tall vertical obstacles or solid structures that could cause collisions. The drone should prioritize stable, predictable surfaces that allow for controlled flight and clear visibility. Which path minimizes risk?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial survey drone starts from a cultivated field and needs to reach another cultivated field as quickly as possible. The drone can fly over areas with loose soil and rocks, grassy or shrubby vegetation, hard artificial surfaces like parking lots and sidewalks, paved lanes used by vehicles, liquid surfaces, and other cultivated areas. However, it must avoid flying through dense vegetation that could obstruct its path. What is the fastest route?

What is the fastest route for the aerial survey drone to reach the destination cultivated field?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial surveillance drone starts from a cultivated field and needs to reach a paved lane. The drone can fly over open ground with sparse vegetation, hard artificial surfaces, and liquid bodies, but must avoid vertical structures and dense vegetation. The drone's primary concern is minimizing risk of collision or system failure. What is the safest path?

What is the safest path for the aerial surveillance drone to reach the paved lane from the cultivated field?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A hiker starts in a cultivated field with soft, tilled soil. They aim to reach a paved vehicle lane. The hiker can walk on surfaces that are firm and even underfoot: loose sandy or rocky ground, grassy or shrubby areas, artificial hard surfaces like sidewalks or parking lots, paved lanes, and cultivated fields. All other terrain types are blocked. What is the most comfortable path?

What is the most comfortable path from the cultivated field to the paved lane?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: A quadcopter drone starts from a cultivated field with rows of crops and needs to reach a grassy meadow. The drone can fly over open water bodies, but must avoid areas with dense tree canopies or vertical structures. The drone cannot land on or traverse through solid buildings. What is the shortest path to the destination?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter drone is hovering above a cultivated field with patterned rows of crops. It needs to fly to a grassy area with low, wild vegetation. The operator wants to maximize flight comfort by avoiding turbulent or obstructed airspace, preferring open areas with stable conditions. The drone can fly over the cultivated field, grassy area, paved surfaces, and vehicle lanes because they are open and clear. However, it cannot fly through dense tree canopies or inside buildings due to collision risk. What is the most comfortable flight path from the cultivated field to the grassy area?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial surveillance drone starts from a paved, hard surface and needs to reach a destination on loose, sandy or rocky ground without vegetation. The drone can fly over open, flat areas covered by short grass or shrubs, as well as cultivated fields with low crops. It can also traverse liquid surfaces like rivers or ponds, but must avoid tall, dense vegetation and solid vertical structures. The drone's priority is to minimize risk of collision, signal interference, or instability. What is the safest path?

What is the safest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A hiker is standing on a loose, sandy surface with scattered rocks. They need to reach a flat, hard-paved area for a rest stop. The hiker can walk across grassy patches, cultivated fields with firm soil, and any constructed pathways, but must avoid any liquid surfaces or vertical obstacles. What is the most comfortable path to follow?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: An aerial survey drone starts from a paved surface and needs to reach an exposed earth surface while maintaining stable flight. The drone can fly over open areas with minimal vegetation, hard artificial surfaces, liquid bodies, and cultivated fields. However, it must avoid areas with dense vertical obstacles that could cause turbulence. The drone's flight controller prioritizes smooth, predictable air currents to minimize vibrations and ensure stable sensor operation.

What is the most comfortable path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter drone is positioned on a patch of loose, dry soil and scattered rocks. It needs to reach a paved, hard surface lane as quickly as possible. The drone can fly over liquid areas, but must avoid any tall, dense vertical obstacles like trees or structures. Which path allows the drone to travel the fastest?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial surveillance drone starts from a paved, hard surface and needs to reach an open, dry area of loose earth and rocks. The drone can fly over areas with low vegetation and bushes, and can also pass between individual tall vertical obstacles if necessary. However, the mission requires prioritizing the safest possible route to minimize risk of collision or instability. What is the safest path?

Bareland
Rangeland
Developed space
Road
Tree
Water
Agriculture land
Building


Question: An aerial surveillance drone is positioned on a hard, flat, artificial surface and needs to reach an area of loose, dry earth and rocks without vegetation. The drone can fly over most surfaces, but must avoid dense clusters of tall, vertical structures that could obstruct its flight path. The drone's mission requires it to find the most direct route possible.

An area of loose, dry earth and rocks without vegetation

What is the shortest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial surveillance drone starts from a patch of loose, sandy ground with scattered rocks and no vegetation and needs to reach a wide, paved lane used by vehicles. The drone can fly over open areas with sparse or no vegetation, hard surfaces like sidewalks and parking lots, liquid surfaces, and cultivated fields. It can also navigate around vertical structures like buildings if necessary, but must avoid dense clusters of tall vegetation that could entangle its rotors. The priority is to minimize the risk of collision, loss of control, or damage to the drone.

Starting from a patch of loose, sandy ground with scattered rocks and no vegetation.

The destination is a wide, paved lane used by vehicles.

What is the safest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land
Building


Question: A quadcopter drone starts from a vegetated area with tall, vertical structures and needs to reach an open, dry area with loose, granular material. The drone must avoid any liquid surfaces and built structures entirely, as they pose significant risks. It can fly over soft ground covered with low vegetation, hard paved surfaces, and vertical obstacles, but must exercise caution around the latter due to collision hazards. The goal is to find the path that minimizes risk.

What is the safest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Tree
Agriculture land


Question: An aerial survey drone starts from a paved lane and needs to reach a cultivated field. The drone can fly over hard surfaces, liquid bodies, and vegetated areas, but must avoid vertical structures and dense foliage. The drone's flight path should prioritize terrains that minimize collision risk and ensure stable operation.

What is the safest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A hiker starts from a cultivated field with loose soil and uneven furrows and needs to reach a paved street. The hiker must avoid any liquid surfaces and vertical structures, but can traverse hard, flat surfaces and stable, compacted ground. The cultivated field is currently dry and firm enough to walk on without sinking. What is the safest path to the paved street?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: An aerial surveillance drone begins its mission on a paved surface and must return to another paved surface. The drone's flight path must prioritize safety by avoiding areas with dense vertical obstacles and unpredictable liquid surfaces. The drone is permitted to fly over cultivated fields with low vegetation, as these present minimal collision risk. However, it must avoid flying directly over areas with tall, dense vegetation that could entangle its rotors. It must also avoid flying over liquid surfaces, as unexpected downdrafts or spray could compromise its electronics. The drone can freely traverse open, hard-packed artificial surfaces and paved lanes, as these offer clear, predictable airspace with no overhead obstructions. What is the safest flight path for the drone?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: A quadcopter starts from a grassy, open field and needs to reach another grassy, open field as quickly as possible. The area includes hard, paved surfaces, vehicle lanes, cultivated crop fields, and wooded areas with tall vegetation. You can fly over all surfaces including grassy fields, paved areas, lanes, crop fields, and wooded areas, but wooded areas may slow you down due to obstacles. You must avoid any liquid surfaces and vertical structures. What is the fastest flight path?

What is the fastest flight path from the starting grassy field to the destination grassy field?

Bareland
Rangeland
Developed space
Road
Tree
Agriculture land


Question: A quadcopter drone starts from a grassy, open field and needs to reach another grassy, open field as quickly as possible. You can travel over areas with short vegetation or bare soil, hard flat surfaces like parking lots or sidewalks, paved lanes used by vehicles, and bodies of water. However, you cannot pass through dense tree canopies or enter buildings. What is the fastest route?

What is the fastest route from the starting grassy field to the destination grassy field?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A hiker starts from a grassy, uneven ground and needs to reach a cluster of tall, leafy trees. The terrain includes areas with soft, loose soil and patches of dense, low vegetation, but you can walk on these because you have sturdy boots. There are also flat, hard surfaces like paved walkways and compacted dirt paths that are easy to traverse. However, all other surfaces such as loose sand, rocky accumulations, liquid bodies, and vertical structures are blocked or inaccessible. What is the most comfortable path to take?

Rangeland
Developed space
Road
Tree
Agriculture land


Question: An off-road vehicle starts from an area of loose, sandy soil with exposed rocks and no plant growth and needs to reach a cultivated agricultural area with planted rows and tilled earth. The off-road vehicle can drive across the loose sandy ground, can travel through grassy and shrub-covered terrain, and can cross the cultivated field. The vehicle cannot go onto any paved surfaces like streets or parking lots, cannot enter any structures, cannot drive through wooded areas, and cannot cross any water bodies.

Starting from an area of loose, sandy soil with exposed rocks and no plant growth

and needing to reach a cultivated agricultural area with planted rows and tilled earth

What is the shortest path to reach the destination?


Question: An aerial survey drone starts from a patch of loose, dry soil with scattered rocks and no vegetation and needs to reach a flat, paved area with a smooth, hard surface. The drone can fly over areas with short, sparse grass and bushes, as well as liquid surfaces, but must avoid tall, dense vegetation and vertical structures. The drone's flight path should prioritize smooth, stable surfaces to minimize vibration and ensure stable sensor operation.

Starting from a patch of loose, dry soil with scattered rocks and no vegetation.

ending at a flat, paved area with a smooth, hard surface.

What is the most comfortable path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter drone starts from a cultivated field and needs to reach another cultivated field. You can traverse loose, dry soil surfaces without vegetation, areas with herbaceous vegetation or shrubs, hard paved surfaces, vehicle lanes, liquid surfaces, the cultivated fields themselves, and solid vertical structures. However, you must avoid areas with tall vertical obstacles like individual trees. What is the shortest path to your destination?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land
Building


Question: A delivery drone is starting from grassy, uneven terrain with scattered shrubs and needs to reach a cultivated field with rows of crops. The drone can fly over all types of ground surfaces and liquid areas, but must avoid areas with tall, dense vertical obstacles. What is the fastest route?

What is the fastest route from the starting grassy terrain to the destination cultivated field?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An off-road vehicle starts from a cultivated field with loose soil and crop rows and needs to reach a grassy meadow covered in natural herbaceous vegetation. The terrain includes only areas with loose soil and vegetation, as well as paved lanes used by vehicles. You must avoid any solid vertical structures, liquid surfaces, sandy or rocky expanses, and wooded areas. What is the shortest path to the grassy meadow?


Question: A quadcopter starts from a patch of grassy, uneven ground with scattered shrubs and needs to reach another similar patch of grassy, uneven ground with scattered shrubs as quickly as possible. The area includes loose, sandy soil and cultivated fields with crops, but trees and buildings are not accessible due to restrictions or obstacles. The grassy and shrubby areas, loose sandy soil, and cultivated fields are all traversable by air.

What is the fastest path to reach the destination?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A hiker starts from a densely wooded area and needs to reach another densely wooded area. The terrain includes hard, paved surfaces suitable for walking, as well as soft, cultivated fields that are currently dry and firm enough to traverse. The wooded areas themselves are passable on foot, though movement through them is slower. What is the shortest path to your destination?

Bareland
Rangeland
Developed space
Road
Tree
Agriculture land


Question: An aerial survey drone starts from a cluster of tall, leafy vegetation and needs to reach another cluster of tall, leafy vegetation. The drone's flight path must prioritize smooth, stable travel to protect its sensitive imaging equipment from vibrations. The only available terrain consists of rough, loose ground with scattered rocks and sand, and areas with dense, vertical vegetation obstacles. The drone can fly over the rough ground, but must navigate carefully through the vegetation to avoid collisions. What is the most comfortable path?

Another cluster of tall, leafy vegetation

What is the most comfortable path for the aerial survey drone to travel from the starting vegetation cluster to the destination vegetation cluster?

Bareland
Rangeland
Developed space
Road
Tree
Water
Agriculture land
Building


Question: A hiker starts from a tree-covered area with uneven ground and potential root obstacles and needs to reach an open grassy area with relatively flat terrain. The terrain is mostly covered by natural vegetation, including areas with scattered trees and open grassy patches. You must avoid all paved surfaces, roads, water bodies, buildings, bare rocky/sandy areas, and agricultural fields. The grassy areas are accessible for walking, and the tree-covered areas can be traversed with careful navigation around obstacles. What is the most comfortable path to reach your destination?

A tree-covered area with uneven ground and potential root obstacles

An open grassy area with relatively flat terrain


Question: A hiker starts from a grassy, uneven terrain and needs to reach another grassy, uneven terrain area while prioritizing safety. The hiker can traverse areas with loose vegetation and bushes, but must avoid any liquid surfaces and vertical structures. The hiker is permitted to use hard, paved surfaces and vehicle lanes only if they provide safer passage. The hiker can also traverse areas with tall, dense vegetation if necessary, but these areas pose higher risk. What is the safest path?

What is the safest path for the hiker to take?

Bareland
Rangeland
Developed space
Road
Tree
Agriculture land


Question: A quadcopter drone is positioned on a grassy, open field and needs to reach a cluster of tall trees. The drone can fly over any solid or liquid surfaces, including hard paved areas and water bodies, but must avoid flying directly through dense tree canopies unless absolutely necessary for the fastest route. Which path allows the drone to reach the trees as quickly as possible?

Bareland
Rangeland
Developed space
Road
Tree
Water
Agriculture land
Building


Question: An aerial survey drone starts from a location with tall vertical obstacles that require careful navigation and needs to reach a destination also located among similar tall vertical obstacles. The area contains rough, loose ground composed of sand and rocks, cultivated fields with planted crops, and tall vertical obstacles. The aerial vehicle must avoid any liquid surfaces and cannot pass through solid structures. The tall vertical obstacles can only be traversed if absolutely necessary, as they pose collision risks. What is the safest path to reach the destination?

Starting from a location with tall vertical obstacles that require careful navigation.

The destination is also located among similar tall vertical obstacles.

Bareland
Rangeland
Developed space
Road
Tree
Agriculture land


Question: A hiker starts from a paved, hard-surfaced lane and needs to reach a cultivated field with crops. The hiker prefers to walk on surfaces that are smooth, stable, and predictable to maximize comfort. The hiker can traverse loose, sandy or rocky ground without vegetation, as well as areas with natural grass and shrubs, provided the vegetation is not too dense. The hiker can also walk on artificial hard surfaces like sidewalks, parking lots, and sports fields. However, the hiker cannot walk through liquid bodies or enter any structures with walls and roofs.

What is the most comfortable path for the hiker to take?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: A hiker starts from a cultivated field and needs to reach another cultivated field. You can traverse loose, dry soil surfaces without vegetation, hard paved surfaces like sidewalks and parking lots, vehicle lanes made of asphalt or concrete, areas with tall vertical obstacles like individual trees, and the cultivated fields themselves. However, you cannot traverse areas with dense herbaceous vegetation or shrubs, liquid surfaces, or solid vertical structures. What is the shortest path to your destination?

Bareland
Developed space
Road
Tree
Agriculture land


Question: An agricultural monitoring drone is currently above a cultivated field with loose, plowed soil and needs to reach a paved lane. The drone can fly over the field because it is an open area with no overhead obstacles. However, the paved lane is the only other traversable surface available, as all other terrain types—such as vertical structures and dense wooded areas—are either physically impassable due to collision risk or blocked for this drone. What is the fastest flight path for the drone to take?


Question: An off-road vehicle starts from a cultivated field and needs to reach another cultivated field area. The terrain includes loose, sandy ground and hard, paved surfaces. The cultivated areas are currently fallow with firm soil and accessible. You must avoid any areas with tall vegetation, liquid surfaces, and vertical structures. What is the safest route?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: A hiker starts from a cultivated field with loose soil and crop rows and needs to reach a grassy meadow with natural vegetation. You can traverse areas with natural grass and shrubs, paved vehicle lanes, areas with individual tall vegetation, and cultivated fields. What is the shortest path to the grassy meadow?


Question: A quadcopter drone is on a flat, hard, paved surface and needs to reach a long, straight, paved lane. The drone can fly over liquid surfaces, but must avoid any tall, vertical obstacles with complex branching structures. The drone cannot pass through solid vertical structures. What is the fastest path?

What is the fastest path for the drone to reach the destination?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter drone starts from a paved, hard-surfaced area and needs to reach another paved, hard-surfaced area as quickly as possible. The drone can fly over areas with loose soil or rocks, grassy or shrub-covered terrain, other paved or hard surfaces, lanes used by vehicles, cultivated fields, and liquid surfaces. However. The drone must avoid flying through areas with dense vertical obstacles like trees or solid vertical structures, as they could cause collisions. Which path should the drone take?

Which path allows the quadcopter drone to reach the destination as quickly as possible?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A person walking starts from a paved, hard-surfaced area and needs to reach a vehicle lane. The path must avoid any soft, uneven, or unstable ground, and must only use surfaces that are firm, predictable, and provide good traction for walking. Which route minimizes risk?


Question: A geologist conducting field research starts from an area of loose, rocky soil and needs to return to another patch of similar barren ground. The geologist wants to minimize physical discomfort during the walk. The geologist can walk across open grassy areas, cultivated fields, and through light wooded areas, but paved surfaces and vehicle lanes are unavailable due to the remote location. Water bodies and structures are completely impassable. What is the most comfortable path?

Starting from an area of loose, rocky soil

and needing to return to another patch of similar barren ground

Bareland
Rangeland
Tree
Agriculture land


Question: An aerial survey drone is conducting a time-sensitive environmental assessment. It begins its mission on loose, dry earth and scattered rocks. The drone is equipped to fly over various surfaces, including open grassy fields, hard paved surfaces, vehicle lanes, bodies of water, and cultivated crop fields. However, it must navigate carefully through areas with dense vertical structures. The drone's objective is to reach a location beneath a tall, leafy canopy as quickly as possible. What is the fastest path for the drone to take?

Starting from an area of loose, dry earth and scattered rocks

and needs to reach a location beneath a tall, leafy canopy

Bareland
Rangeland
Developed space
Road
Tree
Water
Agriculture land
Building


Question: An aerial survey drone starts from a patch of loose, sandy ground with scattered rocks and needs to reach another similar area of exposed, dry earth. The drone can fly over open liquid surfaces, but must avoid dense clusters of tall, vertical obstacles that could cause collisions. It can also traverse over flat, hard surfaces and packed, stable ground. The drone's priority is to complete the survey as quickly as possible.

Starting from a patch of loose, sandy ground with scattered rocks

What is the fastest route for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An off-road vehicle starts from a patch of loose, sandy ground and needs to reach another patch of loose, sandy ground while prioritizing safety. The terrain consists of two types of surfaces: loose, sandy ground and areas covered with low, dry vegetation. The vehicle must avoid all other surfaces including paved areas, roads, water bodies, buildings, trees, and cultivated fields. The loose, sandy ground is traversable because the vehicle has high clearance and all-terrain tires, but it is slippery. The low, dry vegetation areas are traversable because the vegetation is sparse and flat enough to drive over without significant risk of getting stuck. What is the safest path?

What is the safest path for the off-road vehicle to take?


Question: A hiker starts from loose, sandy ground and needs to reach a paved, hard surface. The terrain includes areas of loose earth and rocks, grassy and shrubby patches, hard artificial surfaces like sidewalks and parking lots, vehicle lanes, individual trees or wooded areas, and cultivated fields. You must avoid any water bodies or buildings. What is the shortest path to the destination?

Bareland
Rangeland
Developed space
Road
Tree
Agriculture land


Question: An aerial survey drone starts from a loose, sandy ground and needs to reach a paved, hard surface. The drone can fly over open, dry areas; hard, flat surfaces; tall, vertical obstacles; liquid surfaces; and cultivated fields. However, tall, vertical obstacles are only traversable if the drone maintains a safe altitude to avoid collisions. The drone prioritizes smooth, stable flight paths to minimize vibrations and ensure stable sensor readings.

What is the most comfortable path for the drone to take?

Bareland
Rangeland
Developed space
Road
Tree
Water
Agriculture land
Building


Question: A rally car starts on a paved, hard-surfaced area and needs to reach a dry, loose-soil area as quickly as possible. The vehicle can travel on paved surfaces, compacted dirt tracks, grassy fields, cultivated fields, and loose-soil terrain. However, the vehicle cannot travel through dense vegetation clusters, liquid surfaces, or vertical structures. What is the fastest route?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: An aerial survey drone starts from a patch of loose, sandy ground with scattered rocks and needs to reach another area of similar loose, sandy ground with scattered rocks. The drone can fly over open sandy/rocky terrain, grassy/shrubby areas, paved surfaces like parking lots or sidewalks, and wooded areas with trees, but must avoid water bodies, agricultural fields, buildings, and roads. When flying through wooded areas, the drone must slow down significantly to navigate carefully between tree trunks and branches. The drone's priority is to complete the survey mission as quickly as possible.

Starting from a patch of loose, sandy ground with scattered rocks.

The destination is another area of similar loose, sandy ground with scattered rocks.

What is the fastest path for the drone to take?


Question: A delivery drone is on a paved road surface and needs to reach a sandy area. The drone requires a smooth flight to avoid vibrations, so it should avoid areas with dense vertical obstacles or liquid surfaces that could cause turbulence. Only open, solid ground, hard surfaces, and dry areas are allowed; areas with tall obstacles or water are not traversable. What is the most comfortable path?

What is the most comfortable path for the delivery drone to fly from the paved road surface to the sandy area?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: A quadcopter drone is positioned on a flat, hard artificial surface. It needs to fly to an open, dry area of earth and stones. The drone can fly over hard surfaces, vehicle pathways, cultivated fields, grassy or shrub-covered terrain, and dry sandy or rocky ground. It can also fly over liquid surfaces and man-made structures, but these areas pose higher risks. However, it must avoid flying through or near areas with dense, tall vegetation that could entangle its rotors. Given these constraints, what is the safest flight path for the drone?

What is the safest flight path for the drone?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land
Building


Question: An off-road vehicle starts from a paved, hard surface and needs to reach a loose, sandy area. The vehicle can traverse grassy or shrub-covered ground and cultivated fields, as these surfaces are dry and firm enough for off-road tires. However, the vehicle cannot drive through water bodies, buildings, or areas with dense trees due to clearance and stability risks. What is the safest path?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: A quadcopter drone is positioned on a patch of loose, dry soil and scattered rocks. It needs to reach a flat, hard, paved surface. The drone can fly over areas with loose soil, grassy or shrub-covered ground, flat paved surfaces, liquid bodies, and cultivated fields, but must avoid tall vertical obstacles and solid structures. What is the safest path to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An off-road vehicle is on a paved lane and needs to reach a patch of sandy or rocky ground. The vehicle can traverse hard surfaces like paved lanes and compacted parking areas, and it is also allowed to cross cultivated fields and grassy or shrub-covered areas because the ground is firm and dry, and the vegetation is low enough not to obstruct the vehicle. However, it cannot go through areas with tall trees, bodies of water, or buildings, as these are permanent obstacles. What is the shortest path to the destination?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: A quadcopter drone starts from a patch of dry, loose soil and rocks and needs to return to another area of similar dry, loose soil and rocks. The drone can fly over open liquid surfaces and cultivated fields with low vegetation, but cannot pass through dense vertical obstacles or solid structures. The drone must find the most direct route.

Starting from a patch of dry, loose soil and rocks

What is the shortest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial survey drone starts from a flat, open area of loose soil and rocks and needs to reach a smooth, paved surface. The drone can fly over all surfaces, but must avoid dense vertical obstacles like tall vegetation or structures, and should minimize flight over liquid areas to reduce turbulence and ensure stable sensor operation. What is the most comfortable path?

What is the most comfortable path for the aerial survey drone to travel from the bareland to the developed space?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A hiker starts from a cultivated field and needs to reach a patch of sandy or rocky ground. You are a hiker who can walk on hard surfaces like sidewalks and roads, and you are also allowed to cross through cultivated fields, grassy or shrubby areas, and wooded patches because the vegetation is sparse and the ground is firm enough to support foot traffic. However, you cannot enter any structures or cross any water bodies. What is the shortest path to your destination?

Bareland
Rangeland
Developed space
Road
Tree
Agriculture land


Question: A quadcopter drone starts from a flat, cultivated field with low vegetation and needs to reach a dry, open area of loose soil and rocks. The drone can fly over hard, paved surfaces and liquid bodies, but must avoid dense vertical obstacles like trees and structures. Which route allows the drone to reach the destination in the shortest time?

Which path allows the drone to travel from the cultivated field to the dry open area as quickly as possible?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial surveillance drone starts from a paved, hard surface area and needs to reach a loose, sandy or rocky ground without vegetation. The drone can fly over open liquid surfaces and cultivated fields with low vegetation, but must avoid vertical obstacles like trees and structures. The goal is to minimize risk by prioritizing terrain that is generally controllable, predictable, and low-risk for flight.

A loose, sandy or rocky ground without vegetation

What is the safest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An off-road vehicle starts from a paved, hard-surfaced area and needs to reach a patch of loose, sandy ground. The vehicle can drive on paved surfaces and compacted, unpaved ground, including grassy areas, but cannot enter wooded zones, water, or structures. What is the shortest route?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: A quadcopter drone is currently positioned on a paved, hard surface and needs to reach a destination located on dry, sandy or rocky ground without vegetation. The drone can fly over open liquid surfaces, grassy or shrubby areas, and other paved or hard-packed vehicle lanes. However, it must avoid flying through dense clusters of tall, vertical obstacles and cannot enter enclosed, solid structures. The drone's priority is to complete this journey as quickly as possible. What is the fastest path for the drone?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter drone starts from a patch of loose, sandy ground and needs to reach a cultivated field with soft, tilled soil. The drone can fly over most surfaces, but tall trees and buildings are present and must be avoided due to collision risk. However, open areas like grassy fields, loose soil, paved zones, and agricultural terrain are accessible. What is the fastest path to the destination?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial survey drone is positioned on a patch of loose, dry soil and scattered rocks. It needs to reach a cultivated field with rows of low crops to continue its monitoring mission. The drone can fly over liquid surfaces, but must avoid tall vertical obstacles and solid structures. For a smooth and stable flight that minimizes vibrations and ensures sensor stability, what is the most comfortable path?

A patch of loose, dry soil and scattered rocks

A cultivated field with rows of low crops

What is the most comfortable path for the aerial survey drone to reach the cultivated field?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter takes off from a sandy, rocky patch and must land in a grassy, shrub-covered zone. It can fly over hard surfaces, vegetated areas, and open ground, but must avoid trees and buildings unless explicitly permitted. What is the shortest path?

What is the shortest path from the sandy, rocky patch to the grassy, shrub-covered zone?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: A quadcopter drone is positioned on a patch of loose, sandy ground and needs to reach a paved lane. The drone can fly over areas with loose soil, paved surfaces, vegetated areas with tall vertical obstacles, liquid surfaces, and cultivated fields. However, the drone must avoid flying through dense clusters of tall vertical obstacles due to collision risk. What is the shortest path to the paved lane?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter starts from a sandy, open area and needs to reach a cultivated field. The drone can fly over sandy ground, paved surfaces, cultivated fields, and water bodies, but cannot fly through dense tree canopies or inside buildings. The drone is allowed to fly over the sandy area, the paved surfaces, and the cultivated field. What is the shortest path?

What is the shortest path for the quadcopter to travel from the sandy area to the cultivated field?

Bareland
Developed space
Road
Water
Agriculture land


Question: A quadcopter drone is starting from a paved surface and needs to reach a sandy area. The drone can fly over various terrains, including loose soil, grassy patches, liquid bodies, and hard surfaces, but it must avoid dense vegetation and vertical structures due to navigation and safety concerns. The goal is to find a path that maximizes flight comfort by prioritizing stable, open areas and avoiding turbulent or obstructed zones.

What is the most comfortable path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial survey drone starts from a dry, dusty area with loose soil and scattered rocks and needs to reach a cultivated field with orderly rows of crops. The drone can fly over open water surfaces, but must avoid areas with dense vertical obstacles like tall vegetation or structures. The drone's flight controller prioritizes smooth, stable flight paths to minimize vibrations and ensure clear sensor readings. What is the most comfortable route for the drone?

Starting from a dry, dusty area with loose soil and scattered rocks

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter drone starts from a dry, sandy area with loose earth and rocks and needs to reach a cultivated field with soft, tilled soil. The drone can fly over most surfaces but must avoid areas with tall, dense vegetation that could cause turbulence and instability. You cannot use hard paved surfaces or vertical structures that require precise maneuvering. What is the most comfortable path to reach the destination?

Bareland
Rangeland
Water
Agriculture land


Question: An agricultural monitoring drone is currently positioned over a cultivated field with rows of crops. It needs to reach a nearby area of dry, open ground with no vegetation. The drone can fly over cultivated areas, grassy patches, and bare earth, but must avoid flying through dense tree canopies or close to vertical structures. What is the fastest route for the drone to reach the dry, open ground?


Question: An aerial surveillance drone starts from a paved, hard surface and needs to reach a loose, sandy ground area. The drone can fly over open, dry terrain with sparse vegetation, as well as liquid surfaces, but must avoid vertical structures and dense vegetation that could cause collisions. The drone prioritizes minimizing risk of damage or loss of control. What is the safest path?

What is the safest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial drone starts from a paved surface and needs to reach an area of exposed, loose ground. The drone can fly over liquid surfaces, but must avoid vertical obstacles like trees and buildings. The drone's priority is to minimize travel time by selecting surfaces that allow stable, high-speed flight.

What is the fastest path for the drone to reach the exposed, loose ground?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial surveillance drone starts from a patch of loose, sandy ground, an aerial surveillance drone must navigate across various terrains to return to another patch of loose, sandy ground. The drone can fly over open, solid surfaces like paved areas and compacted lanes, as well as liquid surfaces and cultivated fields. It can also pass over areas with low vegetation or scattered bushes, but must avoid flying directly through dense clusters of tall, rigid vertical obstacles or close to large, solid vertical structures, as these pose collision risks. The liquid surfaces are calm and present minimal hazard beyond potential signal interference if flown too low. The cultivated fields are flat and predictable. The open solid surfaces are clear and obstruction-free. The low-vegetation areas are sparse enough for safe passage at altitude. The goal is to minimize operational risks such as collisions, signal loss, or unpredictable turbulence.

Starting from a patch of loose, sandy ground

and needing to return to another patch of loose, sandy ground

What is the safest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter drone is deployed from a paved, hard surface and must reach a loose, sandy area without vegetation. The drone can fly over hard surfaces, soft ground, vegetation, and liquid, but must avoid tall vertical obstacles and structures. The drone's priority is to minimize travel time, so it should favor terrains that allow stable, high-speed flight. What is the fastest path?

What is the fastest path for the quadcopter drone to reach the loose, sandy area from the paved, hard surface?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial survey drone starts from a dry, sandy area with loose soil and scattered rocks and needs to reach a cultivated field with planted crops and tilled soil. The drone can fly over open grassy areas with low vegetation, individual trees or wooded patches, and water bodies like ponds or streams. The drone's flight path must avoid vertical structures and buildings, which are prohibited. What is the fastest route to reach the destination?

Starting from a dry, sandy area with loose soil and scattered rocks.

The destination is a cultivated field with planted crops and tilled soil.

Bareland
Rangeland
Developed space
Road
Tree
Water
Agriculture land


Question: A quadcopter drone starts from a location on dry, rocky ground with loose soil and needs to reach another location on similar dry, rocky ground with loose soil. The drone can fly over loose soil and rocks, as well as over grassy areas, but must avoid tall vertical obstacles and enclosed structures. What is the shortest path?


Question: A hiker starts from a patch of loose, sandy ground and needs to reach another patch of loose, sandy ground. The area includes hard, paved surfaces, but these are currently blocked or inaccessible. You must travel only across the loose, sandy ground. What is the shortest path?


Question: An aerial survey drone starts from a cultivated field with loose soil and crop patterns and needs to reach an area of exposed rocky ground. The drone can fly over most surfaces, but dense tree canopies must be avoided due to collision risk. The drone can traverse over liquid surfaces, cultivated areas, hard paved surfaces, and exposed earth, but must detour around dense overhead vegetation. What is the shortest path to the rocky destination?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land
Building


Question: An aerial surveillance drone starts from a patch of loose, sandy ground with scattered rocks and no vegetation and needs to reach a hard, paved lane marked for vehicle traffic. The drone can fly over open areas with sparse or no vegetation, hard artificial surfaces, and liquid bodies, but must avoid tall vertical structures and dense overhead obstacles. The priority is to minimize risk of collision, signal interference, or unpredictable environmental hazards. What is the safest path for the drone?

Starting from a patch of loose, sandy ground with scattered rocks and no vegetation.

The destination is a hard, paved lane marked for vehicle traffic.

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial survey drone starts from a patch of loose, dry soil and scattered rocks and needs to reach a cultivated field with rows of crops. The drone must avoid vertical obstacles like tall structures and dense tree canopies, as they require careful navigation and could cause turbulence. Liquid surfaces are also to be avoided due to potential signal interference and splash risks. The drone prefers stable, open areas for smooth flight. What is the most comfortable path?

A patch of loose, dry soil and scattered rocks

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: An off-road vehicle starts from a paved, hard surface and needs to reach a loose, sandy ground area. The vehicle can traverse paved surfaces, compacted gravel paths, and loose, sandy ground, but cannot cross water bodies, enter buildings, or drive through wooded areas. What is the shortest path?

What is the shortest path for the off-road vehicle to reach the loose, sandy ground from the paved, hard surface?


Question: A quadcopter drone is launched from a patch of loose, sandy ground with scattered rocks. It needs to reach a cultivated field with neat rows of crops. The drone can fly over open, vegetation-covered ground, paved surfaces, and the crop field itself. However, it must avoid flying directly through dense clusters of tall trees or close to vertical structures like buildings. What is the fastest path to the destination?

Starting from a patch of loose, sandy ground with scattered rocks.

The destination is a cultivated field with neat rows of crops.

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: A 4x4 off-road vehicle is parked on a flat area of compacted, dry soil and gravel. It needs to reach a large, open field of planted crops. The vehicle can drive on paved or hard-packed surfaces and can also traverse grassy or shrub-covered terrain and the crop field itself, as its high clearance and all-wheel drive allow it to handle uneven ground. However, it cannot drive through areas with dense trees, over water bodies, or through buildings. What is the fastest route to the destination?

Starting from a flat area of compacted, dry soil and gravel.

The destination is a large, open field of planted crops.

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: A quadcopter drone takes off from a crop field and must fly to a barren, rocky patch. The environment consists of loose soil and rocks, grassy areas, paved surfaces, wooded regions with trees, and cultivated plots. The drone can fly over all these terrains, but must avoid colliding with trees or buildings. What is the shortest flight route to the target?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A delivery drone starts from an exposed, rocky terrain and needs to reach a cultivated, soft soil area. The drone can fly over open ground, grassy areas, hard surfaces, and agricultural fields, but must avoid dense vegetation and structures. The goal is to find a path that maximizes flight comfort.

What is the most comfortable path for the delivery drone to take?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: A passenger vehicle starts from a paved, hard surface and needs to reach another paved, hard surface. The area consists only of smooth, stable, and well-defined artificial surfaces, such as parking lots or construction sites. All other terrain types, including loose soil, vegetation, water bodies, and vertical structures, are impassable due to physical barriers or restrictions. What is the shortest path to the destination?


Question: An aerial surveillance drone starts from a paved, hard surface and needs to reach another paved, hard surface area. The drone can fly over liquid surfaces, but these present a significant risk if the drone were to experience a failure and fall into the liquid. The drone must avoid any areas with tall vertical obstacles that could cause collisions. What is the safest path to reach the destination?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter drone starts from a paved, hard surface area and needs to reach another paved, hard surface area. The drone can fly over soft, grassy terrain, other paved or compacted surfaces, and liquid bodies, but must avoid tall vertical obstacles. What is the shortest path?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial survey drone starts from a flat, paved surface and needs to reach a tall, vertical structure with branches and foliage. The drone can fly over hard surfaces, vehicle lanes, liquid areas, cultivated fields, and even man-made structures, but must navigate carefully around vertical obstacles with branches and foliage that could potentially damage its rotors. The drone's primary objective is to minimize travel time while avoiding any terrain that would force it to slow down significantly.

A tall, vertical structure with branches and foliage

What is the fastest path for the drone to reach its destination?

Bareland
Rangeland
Developed space
Road
Tree
Water
Agriculture land
Building


Question: A quadcopter drone starts from sandy, rocky terrain and needs to reach a hard, paved lane. The drone can fly over open ground, hard surfaces, and even water bodies, but must avoid dense tree canopies and building structures to prevent collisions. What is the fastest route?

What is the fastest route for the quadcopter drone to reach the hard, paved lane?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial survey drone starts from a patch of loose, sandy ground with scattered rocks and needs to reach a flat, hard, paved surface. The drone can fly over open, dry terrain with sparse vegetation, as well as liquid surfaces, but must avoid any areas with tall, dense vertical obstacles or permanent structures. The priority is to minimize risk of collision, signal interference, or unstable flight conditions.

Starting from a patch of loose, sandy ground with scattered rocks

needing to reach a flat, hard, paved surface

What is the safest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter drone is above a patch of loose, sandy ground with scattered rocks and needs to reach a paved lane used by vehicles. The terrain includes areas of compacted soil and artificial hard surfaces, as well as grassy and shrub-covered patches. The drone must avoid any trees and structures, and can only traverse open areas or surfaces that do not pose collision risks. What is the safest path?

Starting from a patch of loose, sandy ground with scattered rocks

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A delivery drone is hovering above a dry, rocky area. It needs to land on a smooth, artificial surface for package drop-off. The drone can fly over grassy expanses, paved lanes, cultivated plots, and liquid bodies, but must avoid areas with tall, dense vegetation or solid vertical structures. What is the most comfortable flight route?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A surveillance drone starts from a concrete pad and needs to reach a sandy, rocky expanse. The drone can fly over hard surfaces, soft ground, vegetated areas, and water bodies, but must avoid dense tree canopies and buildings due to obstacle avoidance protocols. What is the shortest path?

What is the shortest path for the surveillance drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter starts from a grassy, shrub-covered area and needs to reach an exposed, sandy or rocky ground. The path must avoid any trees or structures, and you can only traverse surfaces that are either hard and paved, soft and vegetated, loose and barren, or liquid. What is the shortest route?

What is the shortest route from the grassy, shrub-covered area to the exposed, sandy or rocky ground?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A delivery drone starts from a flat, paved area and needs to reach a target location on open, sandy terrain. The drone can fly over cultivated fields with low vegetation, but must maintain altitude to avoid collisions with tall obstacles. The drone prioritizes airspace that allows direct, unobstructed flight at consistent speed.

What is the fastest path for the delivery drone to reach the target location?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial survey drone starts from a dry, rocky area with loose soil and no vegetation, an aerial survey drone must travel to a paved, hard-surfaced lane. The drone can fly over areas with soft ground covered by grass and shrubs, as well as cultivated fields with crops, but must avoid flying too close to tall vertical obstacles that could cause collisions. It can also cross over liquid surfaces, though these may affect stability. The drone's priority is to maintain maximum speed throughout the journey.

Starting from a dry, rocky area with loose soil and no vegetation

and needing to reach a paved, hard-surfaced lane

What is the fastest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter drone is positioned on a patch of loose, sandy soil with scattered rocks and needs to reach a paved, hard-surfaced lane as quickly as possible. The drone can fly over areas with sparse, low vegetation and open liquid surfaces, but must avoid dense, tall vertical obstacles and solid structures. Which path allows the drone to travel fastest?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial survey drone starts from a paved, hard surface and needs to reach a destination on loose, sandy ground without vegetation. The drone can fly over various surfaces including loose sandy areas, grassy or shrub-covered terrain, paved surfaces, areas with tall vertical obstacles, and liquid bodies. The drone's flight controller prioritizes smooth, stable flight paths to minimize vibration and ensure stable sensor readings. Which path should the drone take to reach the destination with maximum ride comfort?

Bareland
Rangeland
Developed space
Road
Tree
Water
Agriculture land
Building


Question: A farmer starts from a cultivated field and needs to reach another cultivated field. The area contains only two types of surfaces: flat, hard surfaces such as sidewalks or parking lots, and soft, tilled soil used for growing crops. You are on foot and can walk across the cultivated soil, but you must avoid any areas with water, buildings, trees, bare sand or rocks, and natural grasslands. What is the shortest path to the destination?


Question: A quadcopter starts from a patch of grassy, shrub-covered ground and needs to reach another area of similar grassy, shrub-covered ground. The terrain includes only surfaces with loose soil and sparse vegetation, as well as cultivated fields with soft, tilled earth. Trees and buildings are not accessible due to the need to avoid vertical obstacles and maintain a clear flight path. What is the shortest path to the destination?


Question: An aerial survey drone starts from a patch of cultivated fields with rows of crops and soft soil and needs to reach a flat, paved area with a hard, smooth surface. The aerial survey drone must avoid flying through dense vegetation or near tall structures, as these could cause turbulence or collisions, and should minimize travel over liquid surfaces to reduce vibration from moisture or wind effects. What is the most comfortable path?

A patch of cultivated fields with rows of crops and soft soil.

A flat, paved area with a hard, smooth surface.

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial surveillance drone begins on a cultivated field with rows of crops and soft, tilled soil. It needs to reach a flat, hard, paved area such as a parking lot or sports court. The drone can fly over open sandy or rocky ground, grassy or shrub-covered areas, paved surfaces, vehicle lanes, water bodies, and cultivated fields, but must avoid tall vertical obstacles like trees and structures. What is the safest path for the drone to take?

A cultivated field with rows of crops and soft, tilled soil.

A flat, hard, paved area such as a parking lot or sports court.

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial survey drone starts from a paved lane and needs to reach a cultivated field while minimizing risk. The drone can fly over open grassy areas, hard artificial surfaces, paved lanes, liquid bodies, and cultivated fields, but it must avoid tall vertical obstacles and solid structures. What is the safest path?

What is the safest path for the aerial survey drone to reach the cultivated field from the paved lane?

Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter drone starts from a paved, hard surface and needs to reach a cultivated field with crops. The drone can fly over open sandy or rocky ground, paved areas like parking lots or sidewalks, vehicle lanes, liquid bodies, and cultivated fields. It can also pass near vertical structures if necessary, but must avoid dense clusters of tall vegetation that could entangle its rotors. The priority is to minimize the risk of collision, loss of control, or damage to the drone.

What is the safest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land
Building


Question: An aerial surveillance drone begins its mission on a paved surface and must return to another paved surface. The drone's flight path must prioritize safety by avoiding areas with dense vertical obstacles and unpredictable liquid surfaces. The drone is permitted to fly over cultivated fields with low vegetation, as these present minimal collision risk. However, it must avoid flying directly over areas with tall, dense vegetation that could entangle its rotors. It must also avoid flying over liquid surfaces, as unexpected downdrafts or spray could compromise its electronics. The drone can freely traverse open, hard-packed artificial surfaces and paved lanes, as these offer clear, predictable airspace with no overhead obstructions. What is the safest flight path for the drone?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: A quadcopter drone is starting from a paved lane and needs to reach another paved lane as quickly as possible. The area contains both open airspace above hard surfaces and tall vertical structures that can be flown around but not through. The drone can fly over most terrain types but must avoid direct contact with dense vertical obstacles. What is the fastest route?

What is the fastest route for the quadcopter drone to travel from the starting paved lane to the destination paved lane?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial photography drone starts from a grassy, open field with low vegetation and needs to reach a paved, hard-surfaced lane while maintaining stable flight for clear image capture. The drone can fly over loose, sandy or rocky ground; grassy or shrub-covered areas; artificial flat surfaces like sidewalks, parking lots, or sports fields; vehicle lanes; liquid bodies; and cultivated crop fields. However, it cannot fly through dense vertical obstacles like trees or solid vertical structures like buildings, as these would obstruct its path and cause turbulence. The drone must prioritize surfaces that provide the smoothest, most vibration-free flight to ensure high-quality photography.

A grassy, open field with low vegetation

What is the most comfortable path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A hiker starts from a grassy, open field with scattered low vegetation and needs to reach a flat, paved area with a hard, stable surface. The terrain includes soft, uneven ground covered with grass and shrubs, cultivated fields with loose soil, areas with tall, dense vegetation that must be navigated around, and hard, flat surfaces. The hiker must find the fastest route.

Starting from a grassy, open field with scattered low vegetation.

What is the fastest path for the hiker to take?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: An aerial surveillance drone starts from a patch of loose, sandy ground with scattered rocks and needs to reach another area of similar loose, sandy ground with scattered rocks. The drone can fly over hard, flat surfaces like paved areas and vehicle lanes, as well as liquid surfaces, but must avoid any vertical structures or dense vegetation that could obstruct its flight path. The drone cannot traverse solid vertical obstacles or areas with thick overhead cover. What is the shortest path?

Starting from a patch of loose, sandy ground with scattered rocks.

The destination is another area of similar loose, sandy ground with scattered rocks.

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial survey drone begins its mission perched on a dense cluster of tall, leafy vegetation and needs to reach a wide, open expanse of loose, sandy soil. The drone's flight path must prioritize smooth, stable travel to protect its sensitive imaging equipment from vibrations and jolts. The only surfaces available for traversal are areas covered by loose, sandy soil and tall, leafy vegetation, but the vegetation is considered passable only because the drone can fly above it at a safe altitude to avoid collisions. What is the most comfortable path for the drone to take?


Question: An off-road vehicle is parked on a cultivated field with soft, plowed soil and low vegetation. It needs to reach a dry, open area of loose sand and rocks. The vehicle has high clearance and all-terrain tires, allowing it to traverse both the cultivated field and the dry open area, but it cannot drive through water, trees, or buildings. What is the fastest route for the vehicle to take?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: An aerial survey drone starts from an area of loose, dry soil and scattered rocks without any vegetation and needs to reach a patch of low, wild grass and shrubs. The drone can fly over open liquid surfaces and hard, flat surfaces like paved areas and vehicle lanes. However, it must avoid any tall, vertical structures or dense clusters of tall vegetation that could obstruct its flight path. The drone's priority is to complete the survey mission as quickly as possible.

Starting from an area of loose, dry soil and scattered rocks without any vegetation.

The destination is a patch of low, wild grass and shrubs.

What is the fastest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A hiker with sturdy boots starts from a patch of loose, sandy ground and needs to reach a cultivated field with soft, tilled soil. The hiker can walk on hard surfaces like sidewalks and roads, but these are blocked due to construction. However, the hiker's sturdy boots provide good traction on uneven terrain, allowing passage over grassy areas, loose soil, and soft agricultural ground. What is the fastest path to the destination?


Question: A quadcopter drone starts from a patch of loose, sandy ground with scattered rocks and no vegetation and needs to reach a cultivated field with rows of crops and soft, tilled soil. The drone can fly over open liquid surfaces and hard, paved lanes, but must avoid dense vertical obstacles like tall structures and thick tree canopies. Which path allows the drone to reach the destination as quickly as possible?

Starting from a patch of loose, sandy ground with scattered rocks and no vegetation.

The destination is a cultivated field with rows of crops and soft, tilled soil.

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An off-road vehicle is on a rocky, sandy surface and needs to get to a grassy, shrubby field. It can use paved areas like parking lots and roads, but must avoid trees, water, and buildings. What is the shortest path?

What is the shortest path from the rocky, sandy surface to the grassy, shrubby field?


Question: A delivery drone starts from a patch of loose, sandy ground with scattered rocks and needs to reach a cultivated field with rows of crops planted in soft soil. The drone must avoid flying through areas with tall, dense vegetation or near solid vertical structures, as these pose collision risks. It can fly over open sandy areas, grassy patches, paved surfaces, and agricultural fields, but should minimize time over liquid surfaces due to potential signal interference and lack of emergency landing options. What is the safest route to take?

Starting from a patch of loose, sandy ground with scattered rocks

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A hiker starts from a cultivated field with loose soil and crop residues and needs to reach a patch of sandy or rocky ground. The hiker can traverse soft, vegetated areas like grassy or shrub-covered terrain, but must avoid any hard surfaces such as paved areas or roads, any liquid surfaces, any vertical structures, and any dense tree canopies. What is the shortest path to the destination?


Question: A farm truck is parked in a cultivated field with loose, tilled soil. It needs to reach another cultivated field across the area. The truck can travel on the loose soil of the fields, but it can also use the adjacent hard, paved lane designed for vehicles and the adjacent open grassy area with firm, low vegetation. The truck must avoid any areas with tall, dense vegetation that could obstruct its path, any liquid surfaces, and any solid vertical structures. What is the fastest route for the farm truck to take?


Question: An aerial survey drone starts from a flat, cultivated field with short vegetation and needs to reach a destination on open, grassy terrain with scattered low bushes. The aerial vehicle must maintain maximum speed and avoid any areas with tall, dense vegetation or vertical structures that could require maneuvering or altitude changes. All other surfaces—including bare soil, rocky ground, paved areas, vehicle lanes, water bodies, and cultivated fields—are available for direct flight at consistent speed. What is the fastest route?

What is the fastest route from the cultivated field to the grassy terrain?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial survey drone starts from a grassy, uneven area with scattered shrubs and needs to reach cultivated fields with planted crops. The drone must maintain stable flight and avoid vibrations for sensor accuracy. It can fly over open grassy areas, paved surfaces, water bodies, and cultivated fields, but must avoid dense tree canopies and building structures. What is the most comfortable path to reach the destination?

grassy, uneven terrain with scattered shrubs

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter drone begins above grassy, uneven terrain with scattered shrubs and needs to reach a paved, hard surface. The drone can fly over loose, sandy or rocky ground without vegetation, cultivated fields with crops, and liquid areas, but cannot fly through tall, dense vegetation or vertical structures. What is the fastest path to reach the destination?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter drone starts from a grassy, open field with scattered low vegetation and needs to reach a cluster of tall, leafy plants with distinct vertical structures. The available terrain includes loose, dry soil surfaces, grassy areas with low bushes, and vertical plant structures. You must avoid any liquid surfaces, and while you can fly near man-made structures, you cannot pass through them. What is the shortest path to your destination?

Bareland
Rangeland
Developed space
Road
Tree
Agriculture land


Question: A quadcopter drone is currently positioned above a densely vegetated area with tall, leafy canopies and needs to reach another such area as quickly as possible. The drone can fly over open, dry ground with loose soil and rocks; overgrown fields with tall grasses and shrubs; flat, hard surfaces like paved areas and parking lots; and through gaps in tall vegetation. However, flying directly through dense foliage significantly slows it down due to navigation complexity and collision risk. What is the fastest route?

another densely vegetated area with tall, leafy canopies

What is the fastest route for the drone to reach the destination?

Bareland
Rangeland
Developed space
Road
Tree
Water
Agriculture land


Question: A hiker starts from a grassy field and needs to reach another grassy field. You can walk on paved surfaces like sidewalks and parking lots, vehicle lanes, cultivated crop fields, and areas with scattered trees. However, you cannot walk on water surfaces or enter buildings. What is the shortest path to your destination?

Rangeland
Developed space
Road
Tree
Agriculture land


Question: An aerial surveillance drone begins its mission on grassy, shrub-covered terrain and needs to reach a cluster of tall, leafy vegetation. The drone must avoid any liquid surfaces and man-made structures entirely. The drone can traverse open, loose soil areas and paved lanes, but flying through dense vegetation requires careful navigation due to collision risks. What is the safest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Tree
Agriculture land


Question: A hiker starts from a cluster of tall vegetation with distinct vertical structures and shadows and needs to reach an open area covered with low, natural vegetation and scattered shrubs. The terrain includes areas with hard, flat surfaces like sidewalks and parking lots, as well as the tall vegetation clusters. The hiker can traverse through the tall vegetation clusters because there are clear paths between the trees. The hiker cannot cross any liquid surfaces or enter any vertical structures with solid walls and roofs. What is the shortest path to the destination?


Question: An aerial surveillance drone starts from a grassy, open field with low vegetation and needs to reach a flat, paved surface. The drone must avoid any areas with tall vertical obstacles or structures that could cause collisions, and should minimize flight over liquid surfaces due to potential signal interference and splash hazards. The drone can traverse loose, sandy ground; grassy areas with low vegetation; paved surfaces; vehicle lanes; and liquid surfaces, but must prioritize safety by avoiding collision risks and signal disruptions. What is the safest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A quadcopter drone takes off from a patch of wild grass and shrubs and must land on a flat, hard-surfaced area in the minimum time. The drone can fly over sandy or rocky ground, open grassy fields, paved zones, vehicle lanes, and cultivated agricultural plots without restriction. It can also pass over liquid surfaces and man-made structures if necessary, but must avoid any areas with tall, dense tree canopies. What is the fastest flight path for the drone?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land
Building


Question: An aerial surveillance drone starts from a flat, paved area and needs to reach another flat, paved area. The drone can fly over open liquid surfaces, and it is permitted to navigate around tall vertical obstacles if necessary. However, it must avoid any contact with solid vertical structures. The drone's primary concern is minimizing risk during flight.

What is the safest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Tree
Water
Agriculture land


Question: A hiker starts from a paved lane and needs to reach another paved lane. The hiker can traverse areas with hard, flat surfaces like sidewalks and parking lots, as well as grassy or shrub-covered ground, and can pass through wooded areas with trees. However, the hiker cannot cross water bodies or enter buildings. What is the shortest path?

What is the shortest path for the hiker to take?


Question: An aerial survey drone begins its mission perched on a cluster of tall, leafy vegetation with vertical structures and canopy cover. It needs to reach an open area dominated by low, natural grasses and shrubs to continue its data collection. The drone can fly over most surfaces, but must navigate carefully around dense vertical obstacles like trees. For this mission, the priority is to complete the transit as quickly as possible. The drone can utilize open liquid surfaces, cultivated fields with low, uniform crops, and hard, paved linear surfaces, but passage through or directly above areas with dense vertical vegetation is only possible if there are sufficiently wide gaps in the canopy. Which path allows the drone to reach the destination in the minimum time?

A cluster of tall, leafy vegetation with vertical structures and canopy cover.

An open area dominated by low, natural grasses and shrubs.

Bareland
Rangeland
Developed space
Road
Tree
Water
Agriculture land
Building


Question: An aerial surveillance drone is positioned on a hard, flat, artificial surface and needs to reach a paved lane designed for vehicle traffic as quickly as possible. The drone can fly over most surfaces, including loose, sandy or rocky ground; areas covered with low vegetation or bushes; hard, flat artificial surfaces; paved lanes; liquid bodies; and cultivated fields. However, it must navigate carefully around tall, solid vertical obstacles like groups of trees, which can only be traversed if there is sufficient clearance between them to fly through safely. The drone cannot pass through solid structures like buildings. What is the fastest path for the drone?

A paved lane designed for vehicle traffic

Bareland
Rangeland
Developed space
Road
Tree
Water
Agriculture land


Question: A delivery drone starts from a paved road surface and needs to reach another paved road section while prioritizing safety. The drone can fly over most surfaces but must avoid areas with high collision risk: it can traverse loose, rocky ground; hard, flat paved surfaces; short vegetation areas; cultivated fields; and open water bodies, but tall vertical obstacles and solid structures pose collision hazards and should be avoided unless absolutely necessary. What is the safest path?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An aerial survey drone starts from a paved surface and needs to reach another paved surface. The drone can fly over loose sandy or rocky ground, grassy or shrubby areas, cultivated fields with crops, and open water bodies. However, it must avoid flying through dense tree canopies or near vertical structures. What is the shortest path?

What is the shortest path for the aerial survey drone to reach the destination paved surface?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A person walking with a stroller starts from a paved, hard-surfaced area and needs to reach another paved, hard-surfaced area. The terrain consists only of flat, stable artificial surfaces made of materials like concrete or asphalt, which provide good traction and predictable footing. All other surfaces—including loose soil, vegetation, water bodies, and vertical structures—are impassable due to safety restrictions. You must avoid any uneven ground, soft materials, or obstacles that could pose a risk.


Question: A quadcopter drone starts from a paved road surface and needs to reach a flat, hard-surfaced area like a sidewalk or paved lot as quickly as possible. The drone can fly over bare, sandy or rocky ground, grassy or shrub-covered terrain, and hard-surfaced areas, but must avoid trees and buildings unless specified otherwise; here, trees and buildings are not allowed. The path must also avoid water bodies. What is the fastest route?


Question: An aerial surveillance drone is on a hard, paved lane and needs to reach a cultivated field. The drone can fly over open, dry ground covered in sand or rocks; overgrown areas with grass and shrubs; hard, artificial surfaces like sidewalks, parking lots, and sports fields; paved lanes and railways; bodies of water like rivers and lakes; and the cultivated field itself. It can also pass near or between buildings and trees if necessary, but flying directly through dense tree canopies is slower and less stable. What is the fastest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Tree
Water
Agriculture land
Building


Question: An aerial surveillance drone starts from a dense cluster of tall, vertical structures with complex branching patterns and needs to reach a flat, hard, artificial surface. The drone can fly over open ground with loose soil or rocks, areas covered with low vegetation or bushes, and liquid surfaces. However, the vertical structures present collision risks, and the liquid surfaces pose splash hazards to sensitive electronics. The flat, hard surface is the safest destination for landing. What is the safest path to reach the destination?

A dense cluster of tall, vertical structures with complex branching patterns

Bareland
Rangeland
Developed space
Road
Tree
Water
Agriculture land
Building


Question: A farm worker is standing on a grassy, uneven field. They need to walk to a cultivated area with soft, tilled soil to inspect the crops. The worker can use paved walkways and compacted dirt paths, but cannot enter buildings or cross water bodies. To minimize fatigue and discomfort, the worker wants to avoid rough or unstable surfaces that could cause tripping or uneven footing.

A cultivated area with soft, tilled soil

What is the most comfortable walking path for the farm worker to take from the grassy field to the cultivated area?

Rangeland
Developed space
Road
Agriculture land


Question: A motorboat starts from a calm liquid surface and needs to reach another liquid surface area. The boat can only travel across liquid surfaces, as solid ground, vegetation, and man-made structures are completely impassable for this vessel. The objective is to find a route that provides the smoothest ride with minimal turbulence and vibration.

What is the most comfortable path for the motorboat to take?


Question: A family sedan starts from a paved lane and needs to reach a hard, flat surface like a parking lot or sidewalk. The vehicle must avoid any terrain that is not solid and stable, such as loose soil, vegetation, or liquid areas, to minimize the risk of skidding, getting stuck, or encountering unpredictable hazards. What is the safest path?

What is the safest path for the family sedan to take from the paved lane to the hard, flat surface?


Question: An aerial surveillance drone starts from a grassy, open area with scattered low vegetation and needs to reach another grassy, open area with scattered low vegetation. The drone can fly over any surface except dense vertical obstacles like tall trees or buildings, which are blocked. The terrain includes loose, sandy or rocky ground; grassy or shrub-covered areas; hard, paved surfaces like sidewalks and parking lots; vehicle lanes made of asphalt or concrete; areas with tall, dense vertical obstacles; liquid bodies; and cultivated fields with crops. What is the shortest path?

Starting from a grassy, open area with scattered low vegetation.

Ending at another grassy, open area with scattered low vegetation.

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: An off-road vehicle starts from a stretch of loose, sandy terrain and needs to traverse a landscape that includes areas of soft, grassy vegetation and flat, hard surfaces made of compacted materials like concrete or asphalt. The vehicle has high clearance and all-terrain tires suitable for both soft and hard surfaces. The goal is to find the fastest route to reach another stretch of similar loose, sandy terrain.

Starting from a stretch of loose, sandy terrain

and needing to reach another stretch of similar loose, sandy terrain

What is the fastest path for the off-road vehicle to take?


Question: A quadcopter drone starts from a patch of loose, sandy ground, a quadcopter drone must travel to another area of similar loose, sandy ground. The drone can fly over hard, paved surfaces, liquid bodies, and cultivated fields, but must avoid dense vegetation and vertical structures. Which path allows the drone to reach the destination as quickly as possible?

Starting from a patch of loose, sandy ground

and needing to reach another area of similar loose, sandy ground

Bareland
Developed space
Road
Water
Agriculture land


Question: An off-road vehicle is parked on dry, rocky soil and must reach a grassy, open field. The vehicle can traverse unpaved, uneven ground and vegetated areas, but cannot cross liquid surfaces, vertical obstacles, or solid structures. What is the fastest path?

What is the fastest path for the off-road vehicle to travel from the dry, rocky soil to the grassy, open field?

Bareland
Rangeland
Developed space
Road
Agriculture land


Question: A quadcopter drone is conducting a rapid survey mission. It begins on a patch of loose, sandy ground and must reach another area of similar loose, sandy ground. The drone can fly over open, solid surfaces like paved areas and compacted lanes, as well as over liquid surfaces and cultivated fields. It can also traverse areas with low, grassy vegetation and sparse shrubs. However, the drone's flight speed is significantly reduced when navigating through dense clusters of tall, vertical obstacles with complex branching structures, as they require careful maneuvering to avoid collisions. All other surfaces are permissible for flight.

Starting from a patch of loose, sandy ground

and needs to reach another area of similar loose, sandy ground.

What is the fastest path for the drone to complete its survey?

Bareland
Rangeland
Developed space
Road
Tree
Water
Agriculture land
Building


Question: An aerial survey drone starts from an area of loose, dry soil and scattered rocks with no vegetation, an aerial survey drone must reach a patch of low, dense shrubs and grasses. The drone can fly over open liquid surfaces, but must avoid any tall, solid vertical structures. The drone's priority is to minimize the risk of collision or signal interference. The drone can traverse flat, hard surfaces designed for vehicles, but these are not preferred as they may have unpredictable ground-level activity. The primary goal is to find the path that poses the least risk to the drone's operation.

Starting from an area of loose, dry soil and scattered rocks with no vegetation.

The destination is a patch of low, dense shrubs and grasses.

What is the safest path for the drone to take?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land


Question: A hiker is standing on a stretch of loose, sandy soil with scattered rocks and no vegetation. They need to reach an area covered with low, wild grasses and shrubs. The hiker can walk on paved lanes and is also permitted to traverse loose soil, grassy areas, cultivated fields, and wooded patches. However, they must avoid any liquid surfaces and cannot enter any structures. What is the shortest path to the destination?

A stretch of loose, sandy soil with scattered rocks and no vegetation

An area covered with low, wild grasses and shrubs

Bareland
Rangeland
Developed space
Road
Tree
Agriculture land


Question: A quadcopter drone is currently positioned above a cluster of tall, leafy vegetation. It needs to reach an open area of low, wild grass and shrubs as quickly as possible. The drone can fly over areas of soft, cultivated soil where crops are grown, but must navigate carefully through or around the tall vegetation clusters due to potential collision risks. The drone cannot land on or traverse liquid surfaces or solid, vertical structures. What is the fastest path for the drone?

An open area of low, wild grass and shrubs

Bareland
Rangeland
Developed space
Road
Tree
Agriculture land


Question: A delivery van starts from a paved road surface and needs to reach another paved road surface as quickly as possible. The vehicle can travel on paved, hard surfaces and also on cultivated, flat fields that are currently dry and firm enough to support its weight without getting stuck. However, it cannot drive through areas with dense vegetation, bodies of water, or solid structures. What is the fastest route?

What is the fastest route for the delivery van to travel from the starting paved road to the destination paved road?


Question: A hiker starts from a densely vegetated area with tall, upright structures that provide shade and cover and needs to reach a flat, hard, and stable surface suitable for stable footing. The terrain includes loose, sandy or rocky ground without vegetation; open areas covered with low bushes and grasses; and paved or compacted surfaces like sidewalks or parking lots. The tall, upright structures are passable only if you can navigate carefully between them without climbing. You must avoid any liquid surfaces and man-made vertical obstacles. What is the safest path to take?

Bareland
Rangeland
Developed space
Road
Tree
Agriculture land


Question: A quadcopter drone starts from a patch of grassy, open terrain with scattered low shrubs and needs to reach a tall, leafy canopy with dense branches. The drone can fly over loose, sandy ground and cultivated fields with crops, but must avoid any built structures and liquid surfaces. It can navigate through the canopy if necessary, though dense branches may slow it down. What is the fastest path?

Starting from a patch of grassy, open terrain with scattered low shrubs.

The destination is a tall, leafy canopy with dense branches.

Bareland
Rangeland
Tree
Agriculture land


Question: A quadcopter drone is positioned in a densely vegetated area with tall, leafy structures. It needs to reach an open area covered with low, non-cultivated vegetation. The drone can fly over most surfaces, but navigating through dense vegetation slows it down significantly. The only surfaces available for traversal are: open areas with low vegetation, hard, flat surfaces designed for vehicle movement, and densely vegetated areas with tall structures. What is the fastest path?

What is the fastest path for the drone to take?


Question: A hiker is standing in a densely vegetated area with tall, leafy structures and needs to reach a flat, hard, and open surface as quickly as possible. The hiker can walk on paved areas like sidewalks or parking lots and vehicle lanes without restriction. Loose, sandy or rocky ground; grassy or shrub-covered terrain; and cultivated fields are passable only if they are dry and firm. Dense vegetation can be traversed if there are clear gaps or paths. Water bodies and vertical structures are completely impassable. What is the fastest path?

What is the fastest path for the hiker to reach the flat, hard, and open surface from the densely vegetated area?

Bareland
Rangeland
Developed space
Road
Tree
Agriculture land


Question: A hiker starts from a paved, hard surface and needs to reach a cluster of tall, vertical structures with foliage. The hiker can traverse soft, grassy areas and is permitted to walk through areas with scattered bushes and low vegetation. However. The hiker must avoid any liquid surfaces and cannot pass through solid, enclosed structures. What is the shortest path?


Question: A farm vehicle starts from a cultivated field with loose soil and crop rows and needs to reach another cultivated field across the area. The terrain consists entirely of soft, tilled earth used for crop production. The vehicle must stay on these cultivated surfaces and cannot use any paved surfaces, natural vegetation areas, rocky ground, water bodies, trees, or structures. What is the fastest path to the destination field?


Question: A quadcopter drone is hovering above a cultivated field with soft, tilled soil and needs to reach a paved, hard-surfaced area as quickly as possible. The drone can fly over grassy or shrub-covered areas, paved surfaces, vehicle lanes, cultivated fields, water bodies, and structures, but must avoid densely wooded areas. The cultivated fields are clear of tall obstacles, and the grassy or shrub-covered areas are open. What is the fastest path?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land
Building


Question: A quadcopter starts from a cultivated field with loose, tilled soil and needs to reach another cultivated field with similar loose, tilled soil. The area includes rough, uneven ground composed of loose earth and rocks; open areas with low, natural vegetation; hard, paved surfaces like sidewalks and parking lots; and patches of tall, dense vegetation with tree-like structures. However, the patches of tall, dense vegetation are too dense for safe flight, making them impassable. What is the shortest path to the destination?

Bareland
Rangeland
Developed space
Road
Water
Agriculture land