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Craftax: (Crafter and NetHack) RL Environment in Jax


(Crafter + NetHack) in JAX. ICML 2024 Spotlight. Contribute to MichaelTMatthews/Craftax development by creating an account on GitHub.

Craftax conforms to the gymnax interface, allowing easy integration with existing JAX-based frameworks like PureJaxRL and JaxUED. Environments obtained from make_craftax_env_from_name or make_craftax_env_from_args with auto_reset=False will not automatically reset and if not properly handled will continue episodes into invalid states. These environments should always be wrapped either in OptimisticResetVecEnvWrapper(for efficient resets) or AutoResetEnvWrapper(to recover the default gymnax auto-reset behaviour).

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