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Zones

Benchmarks

Task NameDataset NameSOTA ResultTrend
LTL Instruction FollowingZones Infinite-horizon (full)
µacc914
14
Traffic Flow Prediction (Motor Vehicle)350 zones
RMSE0.119
12
LTL-guided Reinforcement LearningZones Finite-horizon (test)
Success Rate98
10
LTL-guided Reinforcement LearningZones Infinite-horizon (test)
µacc914
7
Traffic Flow Prediction (Public Transit)350 zones
RMSE0.112
6
LTL-guided Reinforcement LearningZones Infinite-horizon v1 (test)
Accuracy (µacc)-
0
LTL-guided Reinforcement LearningZones Finite-horizon v1 (test)
SR-
0
LTL Instruction FollowingZones Infinite-horizon
µAcc-
0
LTL Instruction FollowingZones Finite-horizon
Success Rate-
0
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