Performative Reinforcement Learning in Gradually Shifting Environments

Ben Rank, Stelios Triantafyllou, Debmalya Mandal +1

When Reinforcement Learning (RL) agents are deployed in practice, they might impact their environment and change its dynamics. We propose a new framework to model this phenomenon,…