Performative Policy Gradient: Optimality in Performative Reinforcement Learning

Debabrota Basu, Udvas Das, Brahim Driss +1

Post-deployment machine learning algorithms often influence the environments they act in, and thus shift the underlying dynamics that the standard reinforcement learning (RL) metho…