Exploratory Gradient Boosting for Reinforcement Learning in Complex Domains

David Abel, Alekh Agarwal, Fernando Diaz +2

High-dimensional observations and complex real-world dynamics present major challenges in reinforcement learning for both function approximation and exploration. We address both of…