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TOOL · CL_93260 · Jun 16 · 04:00

New research reveals flaws in Monte Carlo Exploring Starts for reinforcement learning

A new paper on arXiv introduces counterexamples to the convergence properties of Monte Carlo Exploring Starts (MCES) in reinforcement learning, demonstrating that it can converge to suboptimal solutions. The research hi…