Princeton University
Bingyan Wang, Yuling Yan, Jianqing Fan
model-based reinforcement learning;vanilla Q-learning;linear transition model;sample complexity;leave-one-out analysis
Sample-Efficient Reinforcement Learning for Linearly-Parameterized MDPs with a Generative Model