Learning Multi-agent Skills for Tabular Reinforcement Learning using Factor Graphs

Jiayu Chen, Jingdi Chen, Tian Lan +1

Covering skill (a.k.a., option) discovery has been developed to improve the exploration of reinforcement learning in single-agent scenarios with sparse reward signals, through conn…