Restarted Bayesian Online Change-point Detection for Non-Stationary Markov Decision Processes

Reda Alami, Mohammed Mahfoud, Eric Moulines

We consider the problem of learning in a non-stationary reinforcement learning (RL) environment, where the setting can be fully described by a piecewise stationary discrete-time Ma…