OpenAI Gym: Toolkit for developing, comparing reinforcement learning algorithms
Other tools for developing / comparing RL algorithms:<p>* Burlap (from Brown-UMBC) <a href="https://github.com/jmacglashan/burlap" rel="nofollow">https://github.com/jmacglashan/burlap</a><p>* RL Glue <a href="http://glue.rl-community.org/wiki/Main_Page" rel="nofollow">http://glue.rl-community.org/wiki/Main_Page</a><p>Also looks like some of the challenges come from ALE: <a href="https://github.com/mgbellemare/Arcade-Learning-Environment" rel="nofollow">https://github.com/mgbellemare/Arcade-Learning-Environment</a>