deepmind/bsuite

This library automates evaluation and analysis of any agent on these benchmarks. It serves to facilitate reproducible, and accessible, research on the core issues in RL, and ultimately the design of superior learning algorithms. Going forward, we hope to incorporate more excellent experiments from the research community, and commit to a periodic review of the experiments from a committee of prominent researchers. For a more comprehensive overview, see the accompanying paper. This means any experiment will automatically output data in the correct format for analysis using the notebook, without any constraints on the structure of agents or algorithms.