Lifelong Reinforcement Learning with Temporal Logic Formulas and Reward Machines

Xuejing Zheng, Chao Yu, Chen Chen +2

Continuously learning new tasks using high-level ideas or knowledge is a key capability of humans. In this paper, we propose Lifelong reinforcement learning with Sequential linear…