robolab_motionplanning / docs /environment_generation.md
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Environment Generation

Contact sensor creation

Contact sensors are automatically created during environment configuration to detect physical contacts between objects and the gripper.

How sensors are created

When environments are generated, RoboLab dynamically creates contact sensors based on two configuration fields:

  1. contact_object_list: List of object names to monitor (defined in the Task class)

    @dataclass
    class MyTask(Task):
        contact_object_list = ["table", "apple", "plate"] # <-- contact sensors are created for these objects.
        scene = import_scene("my_scene.usda", contact_object_list)
    
  2. contact_gripper: Dictionary mapping gripper names to prim path patterns (defined in robot configs, e.g., robolab/robots/droid.py)

Three types of sensors are created. In the code, objects are separated by two underscores __.

Sensor Type Naming Pattern Purpose
Batch gripper sensor {gripper}__all_objs Efficient batch queries for gripper vs all objects
Pairwise gripper-object {gripper}__{object} Individual gripper-object contact checks
Pairwise object-object {object1}__{object2} Object-to-object contact detection

Force direction convention

The sensor's force_matrix_w returns forces on the sensor body from the filter body. When retrieving contact forces via WorldState.get_contact_force(body1, body2):

  • If sensor exists as body1__body2: force is returned as-is
  • If sensor exists as body2__body1 (reversed): force is negated to give force on body1 from body2

This ensures get_contact_force(obj, surface) returns an upward force (positive Z) when an object rests on a surface.

Usage

This information is accessible via RoboLab's world state:

# Querying contact forces (robolab/core/world/world_state.py)
world = get_world(env)
force = world.get_contact_force("apple", "table")  # Force on apple from table
supported = world.is_supported_on_surface("apple", "plate")  # Contact force cone check

Key files

  • robolab/core/sensors/contact_sensor_utils.py: Sensor creation and lookup functions
  • robolab/core/world/world_state.py: get_contact_force(), is_supported_on_surface()

Subtask and failure mode tracker creation