Asymptotic Analysis of Sample-averaged Q-learning

Saunak Kumar Panda, Ruiqi Liu, Yisha Xiang

Reinforcement learning (RL) has emerged as a key approach for training agents in complex and uncertain environments. Incorporating statistical inference in RL algorithms is essenti…