conftrace_

optimistic algorithm

35 papers

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Co-occurring keywords

regret bound (1926) online learning (1777) multi-armed bandit (1098) regret minimization (315) markov decision process (790) reinforcement learning (4352) nash equilibrium (398) delayed feedback (54) stochastic optimization (1060) linear bandit (124)

Papers

Chaos, Extremism and Optimism: Volume Analysis of Learning in Games NIPS 2020
Non-Asymptotic Gap-Dependent Regret Bounds for Tabular MDPs NIPS 2019
Anytime Online-to-Batch, Optimism and Acceleration ICML 2019
Are sample means in multi-armed bandits positively or negatively biased? NIPS 2019
Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions NIPS 2019
Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes NIPS 2018
Optimal Discovery with Probabilistic Expert Advice: Finite Time Analysis and Macroscopic Optimality JMLR 2013
Adaptive Submodular Maximization in Bandit Setting NIPS 2013
Parametric Bandits: The Generalized Linear Case NIPS 2010
Optimistic Linear Programming gives Logarithmic Regret for Irreducible MDPs NIPS 2007