Qualitative Measurements of Policy Discrepancy for Return-Based Deep Q-Network

Wenjia Meng, Qian Zheng, Long Yang +2

The deep Q-network (DQN) and return-based reinforcement learning are two promising algorithms proposed in recent years. DQN brings advances to complex sequential decision problems,…