conftrace_

kernel-based reinforcement learning

4 papers

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Also known as

KBRL

Co-occurring keywords

stochastic factorization (2) regret bound (1926) value function (295) seizure suppression (1) finite-time analysis (31) continuous mdp (4) non-parametric estimation (23) nonlinear function approximation (11) kernel methods (1097) kernel ucbvi (1)

Papers

Open Problem: Order Optimal Regret Bounds for Kernel-Based Reinforcement Learning COLT 2024
Kernel-Based Reinforcement Learning: A Finite-Time Analysis ICML 2021
Practical Kernel-Based Reinforcement Learning JMLR 2016
Reinforcement Learning using Kernel-Based Stochastic Factorization NIPS 2011