finite-time analysis

3 papers

• Finite-Time Analysis of Stochastic Nonconvex Nonsmooth Optimization on the Riemannian Manifolds
• Finite-Time Bounds for Average-Reward Fitted Q-Iteration
• Non-Asymptotic Guarantees for Average-Reward Q-Learning with Adaptive Stepsizes