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Offline Reinforcement Learning on AntMaze large-diverse (l-d)

81.8Normalized ScoreVIPO-LEQ
-3.27218.81440.962.986Feb 3, 2024Apr 16, 2024Jun 28, 2024Sep 9, 2024Nov 21, 2024Feb 2, 2025Apr 16, 2025

Evaluation results

MethodLinks
VIPO-LEQ2025.0481.8
QCS-GAlgorithm Category=Ours, Conditioning Strategy=Goal2024.0277.3
PORAlgorithm Category=Combined2024.0273.4
QCS-RAlgorithm Category=Ours, Conditioning Strategy=Return2024.0270.6
LEQ2025.0460.2
SQLAlgorithm Category=Value-Based Method2024.0252.3
IQLAlgorithm Category=Value-Based Method2024.0247.5
RvS-GAlgorithm Category=RCSL, Conditioning Strategy=Goal2024.0236.9
CQLAlgorithm Category=Value-Based Method2024.0214.9
DCAlgorithm Category=RCSL2024.0212.3
IQL-TD-MPC2025.044
RvS-RAlgorithm Category=RCSL, Conditioning Strategy=Return2024.023.7
DTAlgorithm Category=RCSL2024.020.5
TD3+BCAlgorithm Category=Value-Based Method2024.020
MOBILE2025.040