Learning Temporally Extended Skills in Continuous Domains as Symbolic Actions for Planning

Jan Achterhold, Markus Krimmel, Joerg Stueckler

Problems which require both long-horizon planning and continuous control capabilities pose significant challenges to existing reinforcement learning agents. In this paper we introd…