exploration exploitation

Fighting Boredom in Recommender Systems with Linear Reinforcement Learning NeurIPS 2018 A Survey of Preference-Based Reinforcement Learning Methods JMLR 2017 Efficient Nonmyopic Active Search ICML 2017 Exploration-Exploitation in MDPs with Options AISTATS 2017 Thompson Sampling for Linear-Quadratic Control Problems 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 NeurIPS 2016 A UCB-Like Strategy of Collaborative Filtering ACML 2014 Bayes-Adaptive Simulation-based Search with Value Function Approximation NeurIPS 2014 Discovering, Learning and Exploiting Relevance NeurIPS 2014 Learning to Optimize via Information-Directed Sampling NeurIPS 2014 Stochastic Multi-Armed-Bandit Problem with Non-stationary Rewards NeurIPS 2014 Adaptive Submodular Maximization in Bandit Setting NeurIPS 2013 A Gang of Bandits NeurIPS 2013 Bayesian Mixture Modelling and Inference based Thompson Sampling in Monte-Carlo Tree Search NeurIPS 2013 Combinatorial Multi-Armed Bandit: General Framework and Applications ICML 2013 Forgetful Bayes and myopic planning: Human learning and decision-making in a bandit setting NeurIPS 2013 Analysis of Thompson Sampling for the Multi-armed Bandit Problem COLT 2012 A Stochastic Bandit Algorithm for Scratch Games ACML 2012 Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button NeurIPS 2012 Best Arm Identification: A Unified Approach to Fixed Budget and Fixed Confidence NeurIPS 2012 Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search NeurIPS 2012 Risk-Aversion in Multi-armed Bandits NeurIPS 2012 Stochastic Bandit Based on Empirical Moments AISTATS 2012 An Empirical Evaluation of Thompson Sampling NeurIPS 2011