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Point-Maze dataset and benchmarks · SOTA2 Research

Research Datasets

Point-Maze

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Inverse Reinforcement Learning

Point Maze

1.03Normalized Performance

6

Policy Generalization

Point Maze (test)

-5.21Average Return

6

Reward Adaptation

Point-Maze Shift (meta-test)

-5.37Average Return

4

Inverse Reinforcement Learning

Point Maze Flipped

96Normalized Performance

3

Policy Generalization

Point-Maze-Shift (meta-test)

-28.61Average Return

3

Popular tasks

Policy Generalization Inverse Reinforcement Learning Reward Adaptation

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