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Doorkey dataset and benchmarks · SOTA2 Research

Research Datasets

Doorkey

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

DoorKey 8x8 100 episodes (test)

91Reward

7

Reinforcement Learning

DoorKey

0.97Reward

7

Reinforcement Learning

DoorKey 6x6 (train)

0.744Mean Episodic Return

5

Extrapolation performance

DoorKey (test)

100Accuracy

4

MDP Abstraction

DoorKey

100Compression Rate

3

DoorKey 256x256 (test)

100Accuracy

2

Doorkey

100Accuracy

2

Popular tasks

Reinforcement Learning Extrapolation Navigation Extrapolation performance MDP Abstraction

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