Decision Making

Best-Arm Identification in Linear Bandits NeurIPS 2014 Causal Strategic Inference in Networked Microfinance Economies NeurIPS 2014 Discovering, Learning and Exploiting Relevance NeurIPS 2014 Extreme bandits NeurIPS 2014 Feedback Detection for Live Predictors NeurIPS 2014 Magnitude-sensitive preference formation` NeurIPS 2014 Online Decision-Making in General Combinatorial Spaces NeurIPS 2014 Optimal decision-making with time-varying evidence reliability NeurIPS 2014 Optimal Neural Codes for Control and Estimation NeurIPS 2014 Optimizing Energy Production Using Policy Search and Predictive State Representations NeurIPS 2014 Restricted Boltzmann machines modeling human choice NeurIPS 2014 Context-sensitive active sensing in humans NeurIPS 2013 DESPOT: Online POMDP Planning with Regularization NeurIPS 2013 Forgetful Bayes and myopic planning: Human learning and decision-making in a bandit setting NeurIPS 2013 Linear decision rule as aspiration for simple decision heuristics NeurIPS 2013 (More) Efficient Reinforcement Learning via Posterior Sampling NeurIPS 2013 Online Learning with Costly Features and Labels NeurIPS 2013 Regret based Robust Solutions for Uncertain Markov Decision Processes NeurIPS 2013 Sensor Selection in High-Dimensional Gaussian Trees with Nuisances NeurIPS 2013 Symbolic Opportunistic Policy Iteration for Factored-Action MDPs NeurIPS 2013 Synthesizing Robust Plans under Incomplete Domain Models NeurIPS 2013 Approximating Equilibria in Sequential Auctions with Incomplete Information and Multi-Unit Demand NeurIPS 2012 Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button NeurIPS 2012 Bayesian Hierarchical Reinforcement Learning NeurIPS 2012 Controlled Recognition Bounds for Visual Learning and Exploration NeurIPS 2012