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

109.7Normalized Return

ROMI-CQL

-6.88423.38353.6583.917Oct 1, 2021Feb 15, 2022Jul 3, 2022Nov 18, 2022Apr 5, 2023Aug 21, 2023Jan 6, 2024
Updated 4d ago

Evaluation Results

MethodLinks
2021.10
109.7
2021.10
109.7
2022.06
94
2023.10
90.6
2022.06
90.4
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
2023.10
82.6
2023.10
81.8
2021.10
78.7
2024.01
78.7
2022.06
77.7
2023.10
77.2
2021.10
76.8
2022.06
76.8
2023.10
75
2023.10
73.9
2023.10
73.5
2021.10
69.4
2023.10
66.6
2023.10
62.5
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
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