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Offline Inverse Reinforcement Learning on D4RL HalfCheetah Medium v2

9,313.29Cumulative RewardOffline ML-IRL
-555.43642,006.63684,568.717,130.7832Feb 15, 2023

Evaluation results

MethodLinks
Offline ML-IRLExpert Demonstrations=1,0002023.029,313.29
Offline ML-IRLExpert Demonstrations=1,0002023.027,690.3
BCExpert Demonstrations=1,0002023.022,799.4
BCExpert Demonstrations=1,0002023.022,799.4
CLAREExpert Demonstrations=1,0002023.02343.37
CLAREExpert Demonstrations=1,0002023.02240.5
ValueDICEExpert Demonstrations=1,0002023.02-175.87
ValueDICEExpert Demonstrations=1,0002023.02-175.87