Nahum Shimkin

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 22

Top Topics

Online Convex Optimization

Video Summarization

Reinforcement Learning

Top Venues

Math. Oper. Res.

J. Mach. Learn. Res.

Publications

Michal Golan, Nahum Shimkin
Markov decision processes with burstiness constraints. Eur. J. Oper. Res. 312 (3) (2024)
Daniel Segal, Aharon Bar-Gill, Nahum Shimkin
Altitude-Loss Optimal Glides in Engine Failure Emergencies - Accounting for Ground Obstacles and Wind. CoRR (2023)
Nir Greshler, Ofir Gordon, Oren Salzman, Nahum Shimkin
Cooperative Multi-Agent Path Finding: Beyond Path Planning and Collision Avoidance. SOCS (2021)
Nir Greshler, Ofir Gordon, Oren Salzman, Nahum Shimkin
Cooperative Multi-Agent Path Finding: Beyond Path Planning and Collision Avoidance. MRS (2021)
Nir Greshler, Ofir Gordon, Oren Salzman, Nahum Shimkin
Cooperative Multi-Agent Path Finding: Beyond Path Planning and Collision Avoidance. CoRR (2021)
Zhenghua Long, Nahum Shimkin, Hailun Zhang, Jiheng Zhang
Rule. Oper. Res. 68 (4) (2020)
Yair Shemer, Daniel Rotman, Nahum Shimkin
ILS-SUMM: Iterated Local Search for Unsupervised Video Summarization. ICPR (2020)
Yair Shemer, Daniel Rotman, Nahum Shimkin
ILS-SUMM: Iterated Local Search for Unsupervised Video Summarization. CoRR (2019)
Yahel David, Balázs Szörényi, Mohammad Ghavamzadeh, Shie Mannor, Nahum Shimkin
PAC Bandits with Risk Constraints. ISAIM (2018)
Oron Anschel, Nir Baram, Nahum Shimkin
Averaged-DQN: Variance Reduction and Stabilization for Deep Reinforcement Learning. ICML (2017)
Sandeep Juneja, Nahum Shimkin
On the Computation of Dynamic User Equilibrium in the Multiclass Transient Fluid Queue. SIGMETRICS Perform. Evaluation Rev. 45 (3) (2017)
Ayal Taitler, Nahum Shimkin
Learning Control for Air Hockey Striking using Deep Reinforcement Learning. CoRR (2017)
Oron Anschel, Nir Baram, Nahum Shimkin
Deep Reinforcement Learning with Averaged Target DQN. CoRR (2016)
Eitan Altman, Nahum Shimkin
The Ordered Timeline Game: Strategic Posting Times Over a Temporally Ordered Shared Medium. Dyn. Games Appl. 6 (4) (2016)
Yahel David, Nahum Shimkin
Pure Exploration for Max-Quantile Bandits. ECML/PKDD (1) (2016)
Nahum Shimkin
An Online Convex Optimization Approach to Blackwell's Approachability. J. Mach. Learn. Res. 17 (2016)
Yahel David, Nahum Shimkin
PAC Lower Bounds and Efficient Algorithms for The Max \(K\)-Armed Bandit Problem. ICML (2016)
Nahum Shimkin
An Online Convex Optimization Approach to Blackwell's Approachability. CoRR (2015)
Yahel David, Nahum Shimkin
The Max $K$-Armed Bandit: PAC Lower Bounds and Efficient Algorithms. CoRR (2015)
Andrey Bernstein, Nahum Shimkin
Response-based approachability with applications to generalized no-regret problems. J. Mach. Learn. Res. 16 (2015)
Yahel David, Nahum Shimkin
Refined Algorithms for Infinitely Many-Armed Bandits with Deterministic Rewards. ECML/PKDD (1) (2015)
Yahel David, Nahum Shimkin
The Max K-Armed Bandit: A PAC Lower Bound and tighter Algorithms. CoRR (2015)
Yahel David, Nahum Shimkin
Infinitely Many-Armed Bandits with Unknown Value Distribution. ECML/PKDD (1) (2014)
Eitan Altman, Nahum Shimkin
Strategic posting times over a shared publication medium. NetGCooP (2014)
Andrey Bernstein, Shie Mannor, Nahum Shimkin
Opportunistic Approachability and Generalized No-Regret Problems. Math. Oper. Res. 39 (4) (2014)
Rami Atar, Haya Kaspi, Nahum Shimkin
Fluid Limits for Many-Server Systems with Reneging Under a Priority Policy. Math. Oper. Res. 39 (3) (2014)
Andrey Bernstein, Nahum Shimkin
Response-Based Approachability and its Application to Generalized No-Regret Algorithms. CoRR (2013)
Sandeep Juneja, Nahum Shimkin
The concert queueing game: strategic arrivals with waiting and tardiness costs. Queueing Syst. Theory Appl. 74 (4) (2013)
Andrey Bernstein, Shie Mannor, Nahum Shimkin
Opportunistic Strategies for Generalized No-Regret Problems. COLT (2013)
Gideon F. Inbar, Nahum Shimkin, Per Olof Gutman
In memoriam Raphael Sivan, 1935-2011. Autom. 48 (11) (2012)
Sandeep Juneja, Tushar Raheja, Nahum Shimkin
The concert queueing game with a random volume of arrivals. VALUETOOLS (2012)
Kfir Y. Levy, Nahum Shimkin
Unified Inter and Intra Options Learning Using Policy Gradient Methods. EWRL (2011)
Ishai Menache, Asuman E. Ozdaglar, Nahum Shimkin
Socially optimal pricing of cloud computing resources. VALUETOOLS (2011)
Daniel Sigalov, Nahum Shimkin
Cross Entropy Algorithms for Data Association in Multi-Target Tracking. IEEE Trans. Aerosp. Electron. Syst. 47 (2) (2011)
Dirk P. Kroese, Nahum Shimkin, Joseph Kreimer, Sandeep Juneja
Preface. Ann. Oper. Res. 189 (1) (2011)
Rami Atar, Chanit Giat, Nahum Shimkin
rule under ergodic cost. Queueing Syst. Theory Appl. 67 (2) (2011)
Rahul Jain, Sandeep Juneja, Nahum Shimkin
The concert queueing game: to wait or to be late. Discret. Event Dyn. Syst. 21 (1) (2011)
Ishai Menache, Nahum Shimkin
Reservation-based distributed medium access in wireless collision channels. Telecommun. Syst. 47 (1-2) (2011)
Tansu Alpcan, Rachid El Azouzi, Nahum Shimkin, Laura Wynter
Guest Editorial - Special Issue on Game Theory in Communication Networks. Telecommun. Syst. 47 (1-2) (2011)
Andrey Bernstein, Shie Mannor, Nahum Shimkin
Online Classification with Specificity Constraints. NIPS (2010)
Andrey Bernstein, Nahum Shimkin
Adaptive-resolution reinforcement learning with polynomial exploration in deterministic domains. Mach. Learn. 81 (3) (2010)
Rami Atar, Chanit Giat, Nahum Shimkin
Rule for Many-Server Queues with Abandonment. Oper. Res. 58 (5) (2010)
Tijani Chahed, Luciano Lenzini, Nahum Shimkin
Preface. Perform. Evaluation 67 (4) (2010)
Semyon M. Meerkov, Nahum Shimkin, Liang Zhang
Transient Behavior of Two-Machine Geometric Production Lines. IEEE Trans. Autom. Control. 55 (2) (2010)
Jia Yuan Yu, Shie Mannor, Nahum Shimkin
Markov Decision Processes with Arbitrary Reward Processes. Math. Oper. Res. 34 (3) (2009)
Mor Armony, Nahum Shimkin, Ward Whitt
The Impact of Delay Announcements in Many-Server Queues with Abandonment. Oper. Res. 57 (1) (2009)
Ishai Menache, Nahum Shimkin
Decentralized Rate Regulation in Random Access Channels. INFOCOM (2008)
Rami Atar, Chanit Giat, Nahum Shimkin
The cμ/θ rule. VALUETOOLS (2008)
Ishai Menache, Nahum Shimkin
Reservation-based distributed medium access in wireless collision channels. VALUETOOLS (2008)
Ishai Menache, Nahum Shimkin
Efficient Rate-Constrained Nash Equilibrium in Collision Channels with State Information. INFOCOM (2008)
Jia Yuan Yu, Shie Mannor, Nahum Shimkin
Markov Decision Processes with Arbitrary Reward Processes. EWRL (2008)
Daniel Sigalov, Nahum Shimkin
Cross-entropy based data association for multi target tracking. VALUETOOLS (2008)
Ishai Menache, Nahum Shimkin
Noncooperative power control and transmission scheduling in wireless collision channels. SIGMETRICS (2008)
Ishai Menache, Nahum Shimkin
Capacity management and equilibrium for proportional QoS. IEEE/ACM Trans. Netw. 16 (5) (2008)
Shie Mannor, Nahum Shimkin
Regret minimization in repeated matrix games with variable stage duration. Games Econ. Behav. 63 (1) (2008)
Andrey Bernstein, Nahum Shimkin
Adaptive Aggregation for Reinforcement Learning with Efficient Exploration: Deterministic Domains. COLT (2008)
Kirill Dyagilev, Shie Mannor, Nahum Shimkin
Efficient Reinforcement Learning in Parameterized Models: Discrete Parameter Case. EWRL (2008)
Ishai Menache, Nahum Shimkin
Rate-Based Equilibria in Collision Channels with Fading. IEEE J. Sel. Areas Commun. 26 (7) (2008)
Kirill Dyagilev, Shie Mannor, Nahum Shimkin
Efficient reinforcement learning in parameterized models: discrete parameters. VALUETOOLS (2008)
Oran Richman, Nahum Shimkin
Topological Uniqueness of the Nash Equilibrium for Selfish Routing with Atomic Users. Math. Oper. Res. 32 (1) (2007)
Ishai Menache, Nahum Shimkin
Fixed-Rate Equilibrium in Wireless Collision Channels. NET-COOP (2007)
Nahum Shimkin
A Survey of Uniqueness Results for Selfish Routing. NET-COOP (2007)
Shie Mannor, Nahum Shimkin
Online Learning with Variable Stage Duration. COLT (2006)
Ishai Menache, Nahum Shimkin
Capacity Assignment for Proportional QoS in Diffserv-Like Networks. CDC (2006)
O. Ziv, Nahum Shimkin
Multigrid Methods for Policy Evaluation and Reinforcement Learning. ISIC (2005)
Eran D. Pinhasov, Nahum Shimkin, Yehoshua Y. Zeevi
Optimal usage of color for disparity estimation in stereo vision. EUSIPCO (2005)
Ishai Menache, Nahum Shimkin
Proportional QoS in Differentiated Services Networks: Capacity Management, Equilibrium Analysis and Elastic Demands. WINE (2005)
Ishai Menache, Shie Mannor, Nahum Shimkin
Basis Function Adaptation in Temporal Difference Reinforcement Learning. Ann. Oper. Res. 134 (1) (2005)
Oran Richman, Nahum Shimkin
Uniqueness of the Nash Equilibrium in Convex Routing Games: Topological Conditions. CDC/ECC (2005)
Shie Mannor, Nahum Shimkin
A Geometric Approach to Multi-Criterion Reinforcement Learning. J. Mach. Learn. Res. 5 (2004)
Nahum Shimkin, Avishai Mandelbaum
Rational Abandonment from Tele-Queues: Nonlinear Waiting Costs with Heterogeneous Preferences. Queueing Syst. Theory Appl. 47 (1-2) (2004)
Shie Mannor, Nahum Shimkin
The Empirical Bayes Envelope and Regret Minimization in Competitive Markov Decision Processes. Math. Oper. Res. 28 (2) (2003)
Matthew W. Jacobson, Nahum Shimkin, Adam Shwartz
Markov Decision Processes with Slow Scale Periodic Decisions. Math. Oper. Res. 28 (4) (2003)
Gozde B. Unal, Delphine Nain, Gérard Ben Arous, Nahum Shimkin, Allen R. Tannenbaum, Ofer Zeitouni
Algorithms for stochastic approximations of curvature flows. ICIP (2) (2003)
Reuven Zaritsky, Natan Peterfreund, Nahum Shimkin
Velocity-Guided Tracking of Deformable Contours in Three Dimensional Space. Int. J. Comput. Vis. 51 (3) (2003)
Shie Mannor, Nahum Shimkin
On-Line Learning with Imperfect Monitoring. COLT (2003)
Ishai Menache, Shie Mannor, Nahum Shimkin
Q-Cut - Dynamic Discovery of Sub-goals in Reinforcement Learning. ECML (2002)
Eitan Altman, Tamer Basar, Tania Jiménez, Nahum Shimkin
Competitive routing in networks with polynomial costs. IEEE Trans. Autom. Control. 47 (1) (2002)
Ety Zohar, Avishai Mandelbaum, Nahum Shimkin
Adaptive Behavior of Impatient Customers in Tele-Queues: Theory and Empirical Support. Manag. Sci. 48 (4) (2002)
Shie Mannor, Nahum Shimkin
Adaptive Strategies and Regret Minimization in Arbitrarily Varying Markov Environments. COLT/EuroCOLT (2001)
Eitan Altman, Tamer Basar, Tania Jiménez, Nahum Shimkin
Routing into Two Parallel Links: Game-Theoretic Distributed Algorithms. J. Parallel Distributed Comput. 61 (9) (2001)
Shie Mannor, Nahum Shimkin
The Steering Approach for Multi-Criteria Reinforcement Learning. NIPS (2001)
Avishai Mandelbaum, Nahum Shimkin
A model for rational abandonments from invisible queues. Queueing Syst. Theory Appl. 36 (1-3) (2000)
Eitan Altman, Tamer Basar, Tania Jiménez, Nahum Shimkin
Competitive Routing in Networks with Polynomial Cost. INFOCOM (2000)
Israel Ben-Shahar, Ariel Orda, Nahum Shimkin
Dynamic service sharing with heterogeneous preferences. Queueing Syst. Theory Appl. 35 (1-4) (2000)
Ariel Orda, Nahum Shimkin
Incentive pricing in multiclass systems. Telecommun. Syst. 13 (2-4) (2000)
Eitan Altman, Ariel Orda, Nahum Shimkin
Bandwidth allocation for guaranteed versus best effort service categories. Queueing Syst. Theory Appl. 36 (1-3) (2000)
Reuven Zaritsky, Natan Peterfreund, Nahum Shimkin
Velocity-Guided Tracking of Deformable Contours in Three Dimensional Space. ECCV (1) (2000)
Israel Ben-Shahar, Ariel Orda, Nahum Shimkin
Best-Effort Resource Sharing by Users with QoS Requirements. INFOCOM (1999)
Eitan Altman, Nahum Shimkin
Individual Equilibrium and Learning in Processor Sharing Systems. Oper. Res. 46 (6) (1998)
Eitan Altman, Ariel Orda, Nahum Shimkin
Bandwidth Allocation for Guaranteed versus Best Effort Service Categories. INFOCOM (1998)
Ariel Orda, Nahum Shimkin
Incentive Pricing in Multi-Class Communication Networks. INFOCOM (1997)
Nahum Shimkin, Adam Shwartz
Asymptotically Efficient Adaptive Strategies in Repeated Games Part II. Asymptotic Optimality. Math. Oper. Res. 21 (2) (1996)
Nahum Shimkin, Adam Shwartz
Asymptotically Efficient Adaptive Strategies in Repeated Games Part I: Certainty Equivalence Strategies. Math. Oper. Res. 20 (3) (1995)
Ariel Orda, Raphael Rom, Nahum Shimkin
Competitive Routing in Multi-User Communication Networks. INFOCOM (1993)
Ariel Orda, Raphael Rom, Nahum Shimkin
Competitive routing in multiuser communication networks. IEEE/ACM Trans. Netw. 1 (5) (1993)
Nahum Shimkin, Adam Shwartz
Guaranteed performance regions in Markovian systems with competing decision makers. IEEE Trans. Autom. Control. 38 (1) (1993)