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Benchmarks
Offline-to-Online Reinforcement Learning on D4RL Antmaze
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91
Avg Normalized Return
PEX
55.12
64.435
73.75
83.065
Dec 11, 2025
Avg Normalized Return
Updated 1mo ago
Evaluation Results
Method
Method
Links
Avg Normalized Return
PEX
Replay Buffer Strategy...
2025.12
91
FamO2O
Replay Buffer Strategy...
2025.12
88.4
PEX
Replay Buffer Strategy...
2025.12
87.4
PEX
Replay Buffer Strategy...
2025.12
87.1
PEX
Replay Buffer Strategy...
2025.12
86.5
FamO2O
Replay Buffer Strategy...
2025.12
85.8
Cal-QL
Replay Buffer Strategy...
2025.12
85.2
PEX
Replay Buffer Strategy...
2025.12
83.4
FamO2O
Replay Buffer Strategy...
2025.12
83.3
FamO2O
Replay Buffer Strategy...
2025.12
83.2
Cal-QL
Replay Buffer Strategy...
2025.12
81.3
Cal-QL
Replay Buffer Strategy...
2025.12
76.6
FamO2O
Replay Buffer Strategy...
2025.12
75.8
Cal-QL
Replay Buffer Strategy...
2025.12
75.3
Cal-QL
Replay Buffer Strategy...
2025.12
56.5
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