An Experimental Comparison Between Temporal Difference and Residual Gradient with Neural Network Approximation

Shuyu Yin, Tao Luo, Peilin Liu +1

Gradient descent or its variants are popular in training neural networks. However, in deep Q-learning with neural network approximation, a type of reinforcement learning, gradient…