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Papers Benchmarks Datasets Tasks

Ant dataset and benchmarks – Page 6 · SOTA2 Research

Research Datasets

Ant

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

ANT

92.3Accuracy

3

Phase Decomposition

Ant

10.3K-bar

2

Continuous Control

Ant v5

208.2Terminal Performance

2

Reinforcement Learning

Ant v5

208.2Terminal Performance

2

Sample Efficiency

Ant hardest-maze

2,500States Explored

2

Quality-Diversity Optimization

Ant (original archive)

34,400,000QD Score

1

Reinforcement Learning

Ant

2,506,511Zero-shot Reward

1

Stochastic Lipschitz Optimization

Ant-100

—Primary metric

0

Gram matrix computation

Ant

—Primary metric

0

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Popular tasks

Reinforcement Learning Continuous Control Locomotion Offline Reinforcement Learning Inverse Reinforcement Learning

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