HyperAI

URLB Reinforcement Learning Dataset

Date

3 years ago

Publish URL

github.com

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URLB stands for Unsupervised Reinforcement Learning Benchmark, which is an unsupervised reinforcement learning dataset. URLB consists of two stages: a pre-training stage without rewards and a downstream task adaptation stage with external rewards. Based on the DeepMind control suite, this dataset provides 12 continuous control tasks from three fields for evaluation.