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D4RL / Adroit legacy benchmarks

Farama-Foundation

Historical offline reinforcement-learning benchmarks, including Adroit dexterous-hand tasks.

What you can explore

Understand older dexterous offline-learning results and locate the successor environment and dataset projects.

Before you use it

The maintainers moved environments to Gymnasium projects and offline datasets to Minari. Prefer the maintained successors for new work; old dependencies and evaluation versions differ.

Original contributors

D4RL authors and Farama Foundation contributors

License / access: Code: Apache 2.0 · datasets: CC BY 4.0 unless otherwise noted

Original code & documentation

Research paper

Editorial reference · checked 2026-09-22

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