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All publications by Benjamin V. Roy
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Learning to Optimize via Information-Directed Sampling
Dan Russo and Benjamin V. Roy
Advances in Neural Information Processing Systems 27, 2014


Near-optimal Reinforcement Learning in Factored MDPs
Ian Osband and Benjamin V. Roy
Advances in Neural Information Processing Systems 27, 2014


Model-based Reinforcement Learning and the Eluder Dimension
Ian Osband and Benjamin V. Roy
Advances in Neural Information Processing Systems 27, 2014


(More) Efficient Reinforcement Learning via Posterior Sampling
Ian Osband, Dan Russo and Benjamin V. Roy
Advances in Neural Information Processing Systems 26, 2013


Efficient Exploration and Value Function Generalization in Deterministic Systems
Zheng Wen and Benjamin V. Roy
Advances in Neural Information Processing Systems 26, 2013


Eluder Dimension and the Sample Complexity of Optimistic Exploration
Dan Russo and Benjamin V. Roy
Advances in Neural Information Processing Systems 26, 2013


Efficient Reinforcement Learning for High Dimensional Linear Quadratic Systems
Morteza Ibrahimi, Adel Javanmard and Benjamin V. Roy
Advances in Neural Information Processing Systems 25, 2012


Directed Regression
Yi-hao Kao, Benjamin V. Roy and Xiang Yan
Advances in Neural Information Processing Systems 22, 2009


Consensus Propagation
Benjamin V. Roy and Ciamac C. Moallemi
Advances in Neural Information Processing Systems 18, 2005


TD(0) Leads to Better Policies than Approximate Value Iteration
Benjamin V. Roy
Advances in Neural Information Processing Systems 18, 2005


A Cost-Shaping LP for Bellman Error Minimization with Performance Guarantees
Daniela D. Farias and Benjamin V. Roy
Advances in Neural Information Processing Systems 17, 2004


Solitaire: Man Versus Machine
Xiang Yan, Persi Diaconis, Paat Rusmevichientong and Benjamin V. Roy
Advances in Neural Information Processing Systems 17, 2004


Distributed Optimization in Adaptive Networks
Ciamac C. Moallemi and Benjamin V. Roy
Advances in Neural Information Processing Systems 16, 2003


Approximate Linear Programming for Average-Cost Dynamic Programming
Benjamin V. Roy and Daniela D. Farias
Advances in Neural Information Processing Systems 15, 2002


Approximate Dynamic Programming via Linear Programming
Daniela Farias and Benjamin V. Roy
Advances in Neural Information Processing Systems 14, 2001