Actor-Critic Models and the A3C

Abstract

In this chapter, we will take the idea of the policy-gradient-based REINFORCE with baseline algorithm further and combine that idea with the value-estimation ideas from the DQN, thus, bringing the best of both worlds together in the form of the Actor-Critic...