Reinforce is an interface/toolset for Reinforcement Learning in Julia. It is intended to connect general modular environments, policies, and solvers with a simple interface. Episode iteration and custom algorithms are easy to create and apply to many types of environments. Both MDP and POMDP problems can be supported.
In addition to a few toy environments included in the package, there are wrappers for OpenAI’s gym/universe and Atari games.