Shimkin, Nahum

19 publications

ICLR 2020 Deep Randomized Least Squares Value Iteration Guy Adam, Tom Zahavy, Oron Anschel, Nahum Shimkin

ICML 2017 Averaged-DQN: Variance Reduction and Stabilization for Deep Reinforcement Learning Oron Anschel, Nir Baram, Nahum Shimkin

JMLR 2016 An Online Convex Optimization Approach to Blackwell's Approachability Nahum Shimkin

ICML 2016 PAC Lower Bounds and Efficient Algorithms for the Max K-Armed Bandit Problem Yahel David, Nahum Shimkin

ECML-PKDD 2016 Pure Exploration for Max-Quantile Bandits Yahel David, Nahum Shimkin

ECML-PKDD 2015 Refined Algorithms for Infinitely Many-Armed Bandits with Deterministic Rewards Yahel David, Nahum Shimkin

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

ECML-PKDD 2014 Infinitely Many-Armed Bandits with Unknown Value Distribution Yahel David, 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

COLT 2006 Online Learning with Variable Stage Duration Shie Mannor, Nahum Shimkin

JMLR 2004 A Geometric Approach to Multi-Criterion Reinforcement Learning Shie Mannor, Nahum Shimkin

COLT 2003 On-Line Learning with Imperfect Monitoring Shie Mannor, Nahum Shimkin

ECML-PKDD 2002 Q-Cut - Dynamic Discovery of Sub-Goals in Reinforcement Learning Ishai Menache, Shie Mannor, Nahum Shimkin

COLT 2001 Adaptive Strategies and Regret Minimization in Arbitrarily Varying Markov Environments Shie Mannor, Nahum Shimkin

NeurIPS 2001 The Steering Approach for Multi-Criteria Reinforcement Learning Shie Mannor, Nahum Shimkin

ECCV 2000 Velocity-Guided Tracking of Deformable Contours in Three Dimensional Space Reuven Zaritsky, Natan Peterfreund, Nahum Shimkin