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D4RL maze2d dataset and benchmarks · SOTA2 Research

Research Datasets

D4RL maze2d

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Offline Reinforcement Learning

D4RL Maze2D Large

200.6Normalized Performance

39

Offline Reinforcement Learning

D4RL Maze2D Medium

152Normalized Performance

29

Offline Goal-Conditioned Planning

D4RL Maze2D Single Goal v0

132.1Average Score

14

Offline Reinforcement Learning

D4RL maze2d-med dense

102.6Normalized Score

13

Offline Reinforcement Learning

D4RL Maze2D Large v1

50.3Avg Normalized Return

9

Offline Reinforcement Learning

D4RL Maze2D Medium v1

74.5Average Normalized Return

9

Offline Goal-Conditioned Planning

D4RL Maze2D Multi Goals v0

136.1Score (umaze)

7

Popular tasks

Offline Reinforcement Learning Offline Goal-Conditioned Planning

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