PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Andrey Bernstein

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Number of EPrints submitted by this user: 4

Adaptive state aggregation for Reinforcement Learning
Andrey Bernstein
(2007) Masters thesis, Technion - Israel Institute of Technology.

Adaptive aggregation for Reinforcement Learning with efficient exploration: deterministic domains
Andrey Bernstein and Nahum Shimkin
In: The 21st Annual Conference on Learning Theory (COLT 2008), 9-12 Jul 2008, Helsinki, Finland.

Adaptive-resolution Reinforcement Learning with efficient exploration in deterministic domains
Andrey Bernstein and Nahum Shimkin
Machine Learning 2009.

Relaxed regret minimization under average cost constraints
Andrey Bernstein, Shie Mannor and Nahum Shimkin
In: The 23rd Annual Conference on Learning Theory (COLT 2010), 27 - 29 Jun 2010, Haifa, Israel.