Neuroplastic Expansion in Deep Reinforcement Learning

Jiashun Liu, Johan Obando-Ceron, Aaron Courville +1

The loss of plasticity in learning agents, analogous to the solidification of neural pathways in biological brains, significantly impedes learning and adaptation in reinforcement l…