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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…