Arcade Learning Environment (source)
Source code for the Arcade Learning Environment, the benchmark platform introduced in the JAIR 2013 paper. Hosted on GitHub.
Downloads
Archived code, datasets, and other research artifacts from past projects. Files marked with a GitHub link are hosted externally. Files with a Download button are hosted here.
Source Code
Datasets
Distributional RL Experiment Data (C51, ICML 2017)
Learning curves and evaluation data from the C51 (Categorical DQN) experiments, as reported in "A Distributional Perspective on Reinforcement Learning" (ICML 2017).