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TOOL · CL_93662 · Jun 16 · 04:00

New Research Finds Monte Carlo Policy Iteration Fails with Nonuniform Updates

A new paper presents a certified counterexample to the convergence of Monte Carlo optimistic policy iteration when using nonuniform update frequencies. The research demonstrates that fixed nonuniform state-selection pro…