Bayesian policy gradient and actor-critic algorithms

Mohammad Ghavamzadeh, Yaakov Engel, Michal Valko

Policy gradient methods are reinforcement learning algorithms that adapt a parameterized policy by following a performance gradient estimate. Conventional policy gradient methods u…