Fully Distributed Actor-Critic Architecture for Multitask Deep Reinforcement Learning

Sergio Valcarcel Macua, Ian Davies, Aleksi Tukiainen +1

We propose a fully distributed actor-critic architecture, named Diff-DAC, with application to multitask reinforcement learning (MRL). During the learning process, agents communicat…