most citedOvercoming the Curse of Dimensionality in Reinforcement Learning Through Approximate Factorization

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math.OC2025

Maximizing the Value of Predictions in Control: Accuracy Is Not Enough

Yiheng Lin, Christopher Yeh, Zaiwei Chen +1

We study the value of stochastic predictions in online optimal control with random disturbances. Prior work provides performance guarantees based on prediction error but ignores th…