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Offline Reinforcement Learning on D4RL Walker2d Med-Replay
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82.6
Normalized Average Return
TT
6.784
26.467
46.15
65.833
Oct 30, 2023
Feb 19, 2024
Jun 11, 2024
Oct 1, 2024
Jan 22, 2025
May 14, 2025
Sep 4, 2025
Normalized Average Return
Updated 1mo ago
Evaluation Results
Method
Method
Links
Normalized Average Return
TT
2023.10
82.6
TT
2025.09
82.6
RGG
planning seeds=15
2023.10
78.3
RGG+
planning seeds=15
2023.10
77.5
CQL
2023.10
77.2
CQL
2025.09
77.2
WFDiffuser
2025.09
76.3
Decision Diffuser
2025.09
75
IQL
2023.10
73.9
IQL
2025.09
73.9
DT
2023.10
66.6
DT
2025.09
66.6
Diffuser
2023.10
61.2
MOREL
2023.10
49.8
MOReL
2025.09
49.8
MOPO
2023.10
39
BC
2023.10
26
BC
2025.09
26
MBOP
2023.10
9.7
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