Bridging Neural Tangent Kernel Analysis and Reinforcement Learning for Deep Function Approximation

William St-Arnaud, Margarida Carvalho, Golnoosh Farnadi

Despite their widespread success across machine learning, the learning dynamics and generalization properties of neural networks remain poorly understood. The neural tangent kernel…