Beyond ReLU: Chebyshev-DQN for Enhanced Deep Q-Networks

Saman Yazdannik, Morteza Tayefi, Shamim Sanisales

The performance of Deep Q-Networks (DQN) is critically dependent on the ability of its underlying neural network to accurately approximate the action-value function. Standard funct…