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math.OC2025

Reinforcement-learning-based Algorithms for Optimization Problems and Applications to Inverse Problems

Chen Xu, Yun-Bin Zhao, Zhipeng Lu +1

We design a new iterative algorithm, called REINFORCE-OPT, for solving a general type of optimization problems. This algorithm parameterizes the solution search rule and iterativel…