Bernstein, Andrey

5 publications

JMLR 2015 Response-Based Approachability with Applications to Generalized No-Regret Problems Andrey Bernstein, Nahum Shimkin

COLT 2013 Opportunistic Strategies for Generalized No-Regret Problems Andrey Bernstein, Shie Mannor, Nahum Shimkin

MLJ 2010 Adaptive-Resolution Reinforcement Learning with Polynomial Exploration in Deterministic Domains Andrey Bernstein, Nahum Shimkin

NeurIPS 2010 Online Classification with Specificity Constraints Andrey Bernstein, Shie Mannor, Nahum Shimkin

COLT 2008 Adaptive Aggregation for Reinforcement Learning with Efficient Exploration: Deterministic Domains Andrey Bernstein, Nahum Shimkin