conftrace_

finite-time bound

6 papers

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Co-occurring keywords

adaptive algorithm (114) tail averaging (1) dose-finding trial (1) monotonicity assumption (3) projected fixed point (2) gradient temporal difference (6) linear composition (2) fractional langevin monte carlo (1) alpha-stable noise (1) two time-scale (5)

Papers

Finite time analysis of temporal difference learning with linear function approximation: Tail averaging and regularisation AISTATS 2023
Faster Rates, Adaptive Algorithms, and Finite-Time Bounds for Linear Composition Optimization and Gradient TD Learning AISTATS 2022
On Multi-Armed Bandit Designs for Dose-Finding Trials JMLR 2021
Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex Optimization ICML 2019
Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning NIPS 2019
Finite-Time Bounds for Fitted Value Iteration JMLR 2008