Zaiwei Chen

Non-Asymptotic Guarantees for Average-Reward Q-Learning with Adaptive Stepsizes

Reinforcement Learning with Imperfect Transition Predictions: A Bellman-Jensen Approach

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

Overcoming the Curse of Dimensionality in Reinforcement Learning Through Approximate Factorization

Last-Iterate Convergence for Generalized Frank-Wolfe in Monotone Variational Inequalities