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Offline Reinforcement Learning on D4RL Gym walker2d (medium-replay)

109.7Normalized Return

ROMI-CQL

-6.88423.38353.6583.917Oct 1, 2021Jun 27, 2022Mar 23, 2023Dec 17, 2023Sep 11, 2024Jun 7, 2025Mar 4, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2021.10
109.7
2021.10
109.7
2026.03
96.2
2026.03
94.2
2022.06
94
2023.10
90.6
2022.06
90.4
2025.11
90.2
2022.06
89.6
2024.01
89.6
2021.10
88.4
2023.10
88.3
2021.10
88.2
2024.01
87.8
2021.10
87.1
2022.06
87.1
2024.01
87.1
2023.10
84.6
2021.10
83.8
2021.10
83.8
2025.11
83.6
2023.10
82.6
2025.11
82.2
2023.10
81.8
2025.11
81.8
2026.03
79.4
2021.10
78.7
2024.01
78.7
2022.06
77.7
2023.10
77.2
2026.03
77.2
2025.11
77.2
2021.10
76.8
2022.06
76.8
2023.10
75
2026.03
74.8
2023.10
73.9
2026.03
73.9
2025.11
73.9
2023.10
73.5
2026.03
72.9
2021.10
69.4
2026.03
68.9
2023.10
66.6
2023.10
62.5
2026.03
58.2
2021.10
56
2021.10
51.4
2021.10
49.8
2021.10
49.5
2021.10
47.9
2021.10
41.8
2024.01
32.6
2021.10
27.1
2025.11
26
2021.10
20.3
2022.06
20.3
2024.01
20.3
2021.10
12.5
2021.10
12.2
2021.10
9.3
2021.10
4.3
2021.10
2.2
2021.10
2.2
2021.10
1.9
2021.10
1.7
2021.10
-0.4
2021.10
-2.4