Population-Guided Parallel Policy Search for Reinforcement Learning

Whiyoung Jung, Giseung Park, Youngchul Sung

Abstract: In this paper, a new population-guided parallel learning scheme is proposed to enhance the performance of off-policy reinforcement learning (RL). In the proposed scheme, multiple identical learners...