uid
stringclasses
10 values
dataset_id
stringclasses
1 value
year
int64
2.02k
2.02k
setting
stringclasses
4 values
task
stringclasses
4 values
fleet_size
int64
6
20
shared_map_consistent
stringclasses
2 values
task_allocation_conflict
stringclasses
2 values
comms_latency_high
stringclasses
2 values
collision_avoidance_triggered
stringclasses
2 values
deadlock_detected
stringclasses
2 values
goal_completion_rate_high
stringclasses
2 values
ops_summary
stringclasses
10 values
question
stringclasses
1 value
ground_truth_label
stringclasses
2 values
ground_truth_rationale
stringclasses
10 values
outcome_signal
stringclasses
5 values
source_citation
stringclasses
1 value
RBMA-001
robotics-multi-agent-coordination-coherence-risk-v0.1
2,024
warehouse
fleet_navigation
20
yes
no
no
no
no
yes
Fleet shares map, no conflicts, goals completed.
Is multi-agent coordination coherent. Answer coherent or incoherent.
coherent
Coordination stable.
throughput_stable
Synthetic
RBMA-002
robotics-multi-agent-coordination-coherence-risk-v0.1
2,024
warehouse
fleet_navigation
20
no
yes
yes
yes
yes
no
Map divergence and comms lag cause deadlock.
Is multi-agent coordination coherent. Answer coherent or incoherent.
incoherent
Desync across fleet.
throughput_loss
Synthetic
RBMA-003
robotics-multi-agent-coordination-coherence-risk-v0.1
2,023
factory
material_handling
12
yes
no
no
no
no
yes
Tasks distributed cleanly across robots.
Is multi-agent coordination coherent. Answer coherent or incoherent.
coherent
No contention.
throughput_stable
Synthetic
RBMA-004
robotics-multi-agent-coordination-coherence-risk-v0.1
2,023
factory
material_handling
12
yes
yes
no
yes
no
no
Task allocation conflict causes near collisions.
Is multi-agent coordination coherent. Answer coherent or incoherent.
incoherent
Allocation failure.
safety_risk
Synthetic
RBMA-005
robotics-multi-agent-coordination-coherence-risk-v0.1
2,022
hospital
delivery_fleet
6
yes
no
no
no
no
yes
Robots coordinate corridor use.
Is multi-agent coordination coherent. Answer coherent or incoherent.
coherent
Shared routing works.
throughput_stable
Synthetic
RBMA-006
robotics-multi-agent-coordination-coherence-risk-v0.1
2,022
hospital
delivery_fleet
6
no
yes
yes
yes
yes
no
Comms delay and map mismatch create jams.
Is multi-agent coordination coherent. Answer coherent or incoherent.
incoherent
Fleet desync.
throughput_loss
Synthetic
RBMA-007
robotics-multi-agent-coordination-coherence-risk-v0.1
2,021
field
drone_swarm
10
yes
no
no
no
no
yes
Swarm maintains spacing and goals.
Is multi-agent coordination coherent. Answer coherent or incoherent.
coherent
Stable formation.
mission_success
Synthetic
RBMA-008
robotics-multi-agent-coordination-coherence-risk-v0.1
2,021
field
drone_swarm
10
no
yes
yes
yes
yes
no
GPS drift and comms loss break formation.
Is multi-agent coordination coherent. Answer coherent or incoherent.
incoherent
Formation collapse.
mission_risk
Synthetic
RBMA-009
robotics-multi-agent-coordination-coherence-risk-v0.1
2,020
warehouse
fleet_navigation
15
yes
no
no
no
no
yes
Consistent routing.
Is multi-agent coordination coherent. Answer coherent or incoherent.
coherent
Coordination intact.
throughput_stable
Synthetic
RBMA-010
robotics-multi-agent-coordination-coherence-risk-v0.1
2,020
warehouse
fleet_navigation
15
no
yes
no
yes
yes
no
Route conflicts cause stalls.
Is multi-agent coordination coherent. Answer coherent or incoherent.
incoherent
Deadlock risk.
throughput_loss
Synthetic