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All publications by Özgür Simsek
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Workshop summary: Abstraction in reinforcement learning
Özgür Simsek
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


An intrinsic reward mechanism for efficient exploration
Özgür Simsek and Andrew G. Barto
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Identifying useful subgoals in reinforcement learning by local graph partitioning
Özgür Simsek, Alicia P. Wolfe and Andrew G. Barto
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Using relative novelty to identify useful temporal abstractions in reinforcement learning
Özgür Simsek and Andrew G. Barto
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004