Value Activation for Bias Alleviation: Generalized-activated Deep Double Deterministic Policy Gradients

Jiafei Lyu, Yu Yang, Jiangpeng Yan +1

It is vital to accurately estimate the value function in Deep Reinforcement Learning (DRL) such that the agent could execute proper actions instead of suboptimal ones. However, exi…