Practical Kernel-Based Reinforcement Learning

André M. S. Barreto, Doina Precup, Joelle Pineau

Kernel-based reinforcement learning (KBRL) stands out among reinforcement learning algorithms for its strong theoretical guarantees. By casting the learning problem as a local kern…