AltNet: Addressing the Plasticity-Stability Dilemma in Reinforcement Learning

Mansi Maheshwari, John C. Raisbeck, Bruno Castro da Silva

Artificial neural networks have shown remarkable success in supervised learning when trained on a single task using a fixed dataset. However, when neural networks are trained on a…