Neuron-level Balance between Stability and Plasticity in Deep Reinforcement Learning

Jiahua Lan, Sen Zhang, Haixia Pan +3

In contrast to the human ability to continuously acquire knowledge, agents struggle with the stability-plasticity dilemma in deep reinforcement learning (DRL), which refers to the…