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All publications by Peter Stone
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PAC Subset Selection in Stochastic Multi-armed Bandits
Shivaram Kalyanakrishnan, Ambuj Tewari, Peter Auer and Peter Stone
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Structure Learning in Ergodic Factored MDPs without Knowledge of the Transition Function's In-Degree
Doran Chakraborty and Peter Stone
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Boosting for Regression Transfer
David Pardoe and Peter Stone
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Efficient Selection of Multiple Bandit Arms: Theory and Practice
Shivaram Kalyanakrishnan and Peter Stone
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Transfer Learning for Reinforcement Learning Domains: A Survey
Matthew E. Taylor and Peter Stone
Journal of Machine Learning Research, 2009


Online kernel selection for Bayesian reinforcement learning
Joseph Reisinger, Peter Stone and Risto Miikkulainen
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Cross-domain transfer for reinforcement learning
Matthew E. Taylor and Peter Stone
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Transfer Learning via Inter-Task Mappings for Temporal Difference Learning
Matthew E. Taylor, Peter Stone and Yaxin Liu
Journal of Machine Learning Research, 2007


Evolutionary Function Approximation for Reinforcement Learning
Shimon Whiteson and Peter Stone
Journal of Machine Learning Research, 2006


Learning Predictive State Representations
Satinder P. Singh, Michael L. Littman, Nicholas K. Jong, David Pardoe and Peter Stone
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003