Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation

Qiang He, Tianyi Zhou, Meng Fang +1

Representation rank is an important concept for understanding the role of Neural Networks (NNs) in Deep Reinforcement learning (DRL), which measures the expressive capacity of valu…