dopamine
Dopamine offers a flexible framework designed for rapid prototyping in reinforcement learning, emphasizing experimentation and reproducibility. It supports popular agents like DQN, C51, and Rainbow using Jax, facilitating seamless experimentation and adaptable development. This platform offers concise implementations of proven algorithms, with a focus on reproducibility. Compatible with Atari and Mujoco environments, Dopamine can be installed from the source or via pip, with source installation allowing for direct alterations. Comprehensive documentation and setup guidelines empower users to efficiently customize and execute their experiments.
