1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2023
Uniform-PAC Guarantees for Model-Based RL with Bounded Eluder Dimension
Yue Wu, Jiafan He, Quanquan Gu
Recently, there has been remarkable progress in reinforcement learning (RL) with general function approximation. However, all these works only provide regret or sample complexity g…
cs.LG2022
Turning Mathematics Problems into Games: Reinforcement Learning and Gröbner bases together solve Integer Feasibility Problems
Yue Wu, Jesús A. De Loera
Can agents be trained to answer difficult mathematical questions by playing a game? We consider the integer feasibility problem, a challenge of deciding whether a system of linear…
cs.LG2022★ 1 cited
Geometric Policy Iteration for Markov Decision Processes
Yue Wu, Jesús A. De Loera
Recently discovered polyhedral structures of the value function for finite state-action discounted Markov decision processes (MDP) shed light on understanding the success of reinfo…