CHIRPs: Change-Induced Regret Proxy metrics for Lifelong Reinforcement Learning

John Birkbeck, Adam Sobey, Federico Cerutti +2

Reinforcement learning (RL) agents are costly to train and fragile to environmental changes. They often perform poorly when there are many changing tasks, prohibiting their widespr…