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Partially observable navigation on Minigrid PerfectMaze (M)

82Solved RateADD
35.247.3559.571.65Oct 25, 2024

Evaluation results

MethodLinks
ADDBase algorithm=LSTM-based PPO, Environmental steps=250M, Guidance=true2024.1082
ACCELBase algorithm=LSTM-based PPO, Environmental steps=250M2024.1064
DRBase algorithm=LSTM-based PPO, Environmental steps=250M2024.1045
ADD w/o guidanceBase algorithm=LSTM-based PPO, Environmental steps=250M, Guidance=false2024.1045
PAIREDBase algorithm=LSTM-based PPO, Environmental steps=250M2024.1043
PLRBase algorithm=LSTM-based PPO, Environmental steps=250M2024.1037