Abstract: A central problem in reinforcement learning is balancing exploration of untested actions against exploitation of actions that are known to be good. Bayesian learning is a probability method that makes optimal decision based on known probability distributi

Key words: Bayesian learning, Reinforcement learning, Single-agent, Multi agent