dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
About this project
Dopamine Getting Started Docs Baseline Results Changelist Dopamine is a research framework for fast prototyping of reinforcement learning algorithms. It aims to fill the need for a small, easily grokked codebase in which users can freely experiment with wild ideas (speculative research). Our design principles are: Easy experimentation: Make it easy for new users to run benchmark experiments. Flexible development: Make it easy for new users to try out research ideas. Compact and reliable: Provide implementations for a few, battle-tested algorithms. Reproducible: Facilitate reproducibility in results. In particular, our setup follows the recommendations given by Machado…
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