Cover Tree Bayesian Reinforcement Learning

Nikolaos Tziortziotis, Christos Dimitrakakis, Konstantinos Blekas

This paper proposes an online tree-based Bayesian approach for reinforcement learning. For inference, we employ a generalised context tree model. This defines a distribution on mul…