WD3: Taming the Estimation Bias in Deep Reinforcement Learning

Qiang He, Xinwen Hou

The overestimation phenomenon caused by function approximation is a well-known issue in value-based reinforcement learning algorithms such as deep Q-networks and DDPG, which could…