Deep Reinforcement Learning in Large Discrete Action Spaces

Gabriel Dulac-Arnold, Richard Evans, Hado van Hasselt +7

Being able to reason in an environment with a large number of discrete actions is essential to bringing reinforcement learning to a larger class of problems. Recommender systems, i…