How to Find and Reuse Policies for Continuous Adaptation in Lifelong Reinforcement Learning

Saptarshi Nath, Inish M. D'Souza, Antonio Carta +2

In lifelong reinforcement learning, retaining previously learned policies is not sufficient for effective transfer to a new task. Useful knowledge may be distributed across several…