conftrace_

randomized exploration

8 papers

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Co-occurring keywords

regret bound (1926) thompson sampling (237) linear bandit (124) markov decision process (790) posterior sampling (152) function approximation (319) online learning (1777) reinforcement learning (4352) parallel markov decision process (1) multinomial logistic (5)

Papers

Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning NIPS 2024
Improved Regret of Linear Ensemble Sampling NIPS 2024
Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation NIPS 2024
Prior-dependent analysis of posterior sampling reinforcement learning with function approximation AISTATS 2024
Near-Optimal Randomized Exploration for Tabular Markov Decision Processes NIPS 2022
Policy Optimization as Online Learning with Mediator Feedback AAAI 2021
Randomized Exploration in Generalized Linear Bandits AISTATS 2020
Randomized Exploration for Non-Stationary Stochastic Linear Bandits UAI 2020