Sample and Computationally Efficient Continuous-Time Reinforcement Learning with General Function Approximation

Runze Zhao, Yue Yu, Adams Yiyue Zhu +2

Continuous-time reinforcement learning (CTRL) provides a principled framework for sequential decision-making in environments where interactions evolve continuously over time. Despi…