conftrace_

exploration exploitation

76 papers

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Co-occurring keywords

multi-armed bandit (1098) regret bound (1926) online learning (1777) reinforcement learning (4352) contextual bandit (381) stochastic optimization (1060) exploration-exploitation (9) thompson sampling (237) exploration-exploitation trade-off (31) bayesian optimization (624)

Papers

Achieving Fairness in the Stochastic Multi-Armed Bandit Problem JMLR 2021
Deciding What to Learn: A Rate-Distortion Approach ICML 2021
Bandit Quickest Changepoint Detection NIPS 2021
Multi-Player Bandits: The Adversarial Case JMLR 2020
Adaptive Double-Exploration Tradeoff for Outlier Detection AAAI 2020
Thompson Sampling Algorithms for Mean-Variance Bandits ICML 2020
Exploration Analysis in Finite-Horizon Turn-based Stochastic Games UAI 2020
Linear Bandits with Feature Feedback AAAI 2020
Regret Minimisation in Multi-Armed Bandits Using Bounded Arm Memory AAAI 2020
Tsallis-INF for Decoupled Exploration and Exploitation in Multi-armed Bandits COLT 2020
Restless-UCB, an Efficient and Low-complexity Algorithm for Online Restless Bandits NIPS 2020
What Can Learned Intrinsic Rewards Capture? ICML 2020
Model Selection for Contextual Bandits NIPS 2019
Reducing Exploration of Dying Arms in Mortal Bandits UAI 2019
Policy Optimization with Model-Based Explorations AAAI 2019
Curriculum-guided Hindsight Experience Replay NIPS 2019
Contextual Bandits for Adapting Treatment in a Mouse Model of de Novo Carcinogenesis MLHC 2018
Fighting Boredom in Recommender Systems with Linear Reinforcement Learning NIPS 2018
Differentially Private Contextual Linear Bandits NIPS 2018
Efficient Nonmyopic Active Search ICML 2017
Thompson Sampling for Linear-Quadratic Control Problems AISTATS 2017
A Survey of Preference-Based Reinforcement Learning Methods JMLR 2017
Exploration-Exploitation in MDPs with Options AISTATS 2017
BASC: Applying Bayesian Optimization to the Search for Global Minima on Potential Energy Surfaces ICML 2016
Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games NIPS 2016