Loss of Plasticity in Continual Deep Reinforcement Learning

Zaheer Abbas, Rosie Zhao, Joseph Modayil +2

The ability to learn continually is essential in a complex and changing world. In this paper, we characterize the behavior of canonical value-based deep reinforcement learning (RL)…