Statistical and Algorithmic Foundations of Reinforcement Learning

Yuejie Chi, Yuxin Chen, Yuting Wei

As a paradigm for sequential decision making in unknown environments, reinforcement learning (RL) has received a flurry of attention in recent years. However, the explosion of mode…