# Shie Mannor

According to our database

Collaborative distances:

^{1}, Shie Mannor authored at least 341 papers between 2000 and 2020.Collaborative distances:

## Timeline

#### Legend:

Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2020

The Architectural Implications of Distributed Reinforcement Learning on CPU-GPU Systems.

CoRR, 2020

CoRR, 2020

How to Stop Epidemics: Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks.

CoRR, 2020

CoRR, 2020

CoRR, 2020

The Pendulum Arrangement: Maximizing the Escape Time of Heterogeneous Random Walks.

CoRR, 2020

CoRR, 2020

CoRR, 2020

CoRR, 2020

CoRR, 2020

CoRR, 2020

CoRR, 2020

CoRR, 2020

CoRR, 2020

CoRR, 2020

Scalable Detection of Offensive and Non-compliant Content / Logo in Product Images.

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Proceedings of the 37th International Conference on Machine Learning, 2020

Proceedings of the 37th International Conference on Machine Learning, 2020

Proceedings of the Conference on Learning Theory, 2020

Proceedings of the Algorithmic Learning Theory, 2020

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs.

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

IEEE/ACM Trans. Netw., 2019

CoRR, 2019

CoRR, 2019

CoRR, 2019

CoRR, 2019

CoRR, 2019

CoRR, 2019

Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces.

CoRR, 2019

Image Matters: Detecting Offensive and Non-Compliant Content / Logo in Product Images.

CoRR, 2019

CoRR, 2019

Deep Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood Matching.

CoRR, 2019

CoRR, 2019

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Distributional Policy Optimization: An Alternative Approach for Continuous Control.

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning.

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Proceedings of the 36th International Conference on Machine Learning, 2019

Proceedings of the 36th International Conference on Machine Learning, 2019

Proceedings of the 36th International Conference on Machine Learning, 2019

Proceedings of the 36th International Conference on Machine Learning, 2019

Proceedings of the 7th International Conference on Learning Representations, 2019

Batch-Size Independent Regret Bounds for the Combinatorial Multi-Armed Bandit Problem.

Proceedings of the Conference on Learning Theory, 2019

On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters.

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

IEEE Trans. Netw. Sci. Eng., 2018

IEEE Trans. Inf. Theory, 2018

CoRR, 2018

CoRR, 2018

CoRR, 2018

CoRR, 2018

CoRR, 2018

CoRR, 2018

CoRR, 2018

CoRR, 2018

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2018

Proceedings of the 35th International Conference on Machine Learning, 2018

Proceedings of the 6th International Conference on Learning Representations, 2018

Proceedings of the 6th International Conference on Learning Representations, 2018

Finite Sample Analysis of Two-Timescale Stochastic Approximation with Applications to Reinforcement Learning.

Proceedings of the Conference On Learning Theory, 2018

Proceedings of the Conference On Learning Theory, 2018

Is a Picture Worth a Thousand Words? A Deep Multi-Modal Architecture for Product Classification in E-Commerce.

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

IEEE Trans. Autom. Control., 2017

SIAM J. Comput., 2017

Learn on Source, Refine on Target: A Model Transfer Learning Framework with Random Forests.

IEEE Trans. Pattern Anal. Mach. Intell., 2017

IEEE J. Sel. Areas Commun., 2017

CoRR, 2017

CoRR, 2017

CoRR, 2017

CoRR, 2017

CoRR, 2017

Concentration Bounds for Two Timescale Stochastic Approximation with Applications to Reinforcement Learning.

CoRR, 2017

CoRR, 2017

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2017

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Proceedings of the 34th International Conference on Machine Learning, 2017

Proceedings of the 34th International Conference on Machine Learning, 2017

Proceedings of the 34th International Conference on Machine Learning, 2017

Proceedings of the 30th Conference on Learning Theory, 2017

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Math. Oper. Res., 2016

Math. Oper. Res., 2016

J. Mach. Learn. Res., 2016

J. Mach. Learn. Res., 2016

CoRR, 2016

Is a picture worth a thousand words? A Deep Multi-Modal Fusion Architecture for Product Classification in e-commerce.

CoRR, 2016

CoRR, 2016

CoRR, 2016

CoRR, 2016

CoRR, 2016

CoRR, 2016

CoRR, 2016

A Reinforcement Learning System to Encourage Physical Activity in Diabetes Patients.

CoRR, 2016

CoRR, 2016

CoRR, 2016

CoRR, 2016

CoRR, 2016

Distributed scenario-based optimization for asset management in a hierarchical decision making environment.

Proceedings of the Power Systems Computation Conference, 2016

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Proceedings of the 33nd International Conference on Machine Learning, 2016

Proceedings of the 33nd International Conference on Machine Learning, 2016

Proceedings of the 33nd International Conference on Machine Learning, 2016

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

IEEE Trans. Inf. Theory, 2015

IEEE Trans. Pattern Anal. Mach. Intell., 2015

J. Artif. Intell. Res., 2015

Oper. Res., 2015

Found. Trends Mach. Learn., 2015

CoRR, 2015

CoRR, 2015

CoRR, 2015

CoRR, 2015

CoRR, 2015

CoRR, 2015

CoRR, 2015

CoRR, 2015

Learning to coordinate without communication in multi-user multi-armed bandit problems.

CoRR, 2015

Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Proceedings of the 32nd International Conference on Machine Learning, 2015

Proceedings of the 32nd International Conference on Machine Learning, 2015

Proceedings of The 28th Conference on Learning Theory, 2015

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Proceedings of the Learning for General Competency in Video Games, 2015

2014

High-Throughput Energy-Efficient LDPC Decoders Using Differential Binary Message Passing.

IEEE Trans. Signal Process., 2014

Math. Oper. Res., 2014

J. Mach. Learn. Res., 2014

CoRR, 2014

CoRR, 2014

CoRR, 2014

CoRR, 2014

Proceedings of the ACM Conference on Economics and Computation, 2014

Heterogeneous Stream Processing and Crowdsourcing for Traffic Monitoring: Highlights.

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014

Proceedings of the 31th International Conference on Machine Learning, 2014

Proceedings of the 31th International Conference on Machine Learning, 2014

Scaling Up Approximate Value Iteration with Options: Better Policies with Fewer Iterations.

Proceedings of the 31th International Conference on Machine Learning, 2014

Proceedings of the 31th International Conference on Machine Learning, 2014

Proceedings of the 31th International Conference on Machine Learning, 2014

Proceedings of the 31th International Conference on Machine Learning, 2014

Combining a Gauss-Markov model and Gaussian process for traffic prediction in Dublin city center.

Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

Proceedings of the 17th International Conference on Extending Database Technology, 2014

Approachability in unknown games: Online learning meets multi-objective optimization.

Proceedings of The 27th Conference on Learning Theory, 2014

Proceedings of the IEEE 25th International Conference on Application-Specific Systems, 2014

2013

IEEE Trans. Inf. Theory, 2013

IEEE Trans. Commun., 2013

IEEE Trans. Commun., 2013

Soc. Netw. Anal. Min., 2013

Pervasive Mob. Comput., 2013

IEEE Trans. Pattern Anal. Mach. Intell., 2013

A State Action Frequency Approach to Throughput Maximization over Uncertain Wireless Channels.

Internet Math., 2013

Games Econ. Behav., 2013

Eur. J. Oper. Res., 2013

CoRR, 2013

Online Learning for Loss Functions with Memory and Applications to Statistical Arbitrage

CoRR, 2013

CoRR, 2013

Policy Evaluation with Variance Related Risk Criteria in Markov Decision Processes

CoRR, 2013

CoRR, 2013

CoRR, 2013

CoRR, 2013

CoRR, 2013

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Proceedings of the Fourteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2013

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Proceedings of the 30th International Conference on Machine Learning, 2013

Proceedings of the 30th International Conference on Machine Learning, 2013

Proceedings of the COLT 2013, 2013

Proceedings of the COLT 2013, 2013

Proceedings of the COLT 2013, 2013

2012

IEEE Trans. Commun., 2012

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Math. Oper. Res., 2012

Math. Oper. Res., 2012

Mach. Learn., 2012

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Proceedings of the COLT 2012, 2012

Proceedings of the 4th Asian Conference on Machine Learning, 2012

Oper. Res., 2012

More Is Better: Large Scale Partially-supervised Sentiment Classification - Appendix

CoRR, 2012

CoRR, 2012

CoRR, 2012

Ann. Oper. Res., 2012

Proceedings of the 2012 IEEE Workshop on Signal Processing Systems, 2012

Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012

Proceedings of the 29th International Conference on Machine Learning, 2012

Proceedings of the 29th International Conference on Machine Learning, 2012

Proceedings of the 29th International Conference on Machine Learning, 2012

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Proceedings of the Reinforcement Learning, 2012

2011

J. Signal Process. Syst., 2011

IEEE Trans. Signal Process., 2011

IEEE Trans. Parallel Distributed Syst., 2011

IEEE Trans. Comput. Intell. AI Games, 2011

J. Mach. Learn. Res., 2011

Proceedings of the COLT 2011, 2011

Proceedings of the COLT 2011, 2011

CoRR, 2011

CoRR, 2011

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Proceedings of the IJCAI 2011, 2011

Proceedings of the 28th International Conference on Machine Learning, 2011

Proceedings of the 28th International Conference on Machine Learning, 2011

Proceedings of the 28th International Conference on Machine Learning, 2011

Proceedings of the 28th International Conference on Machine Learning, 2011

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Proceedings of the Computational Physiology, 2011

2010

Proceedings of the Encyclopedia of Machine Learning, 2010

IEEE Trans. Signal Process., 2010

IEEE Trans. Signal Process., 2010

IEEE Trans. Inf. Theory, 2010

IEEE Trans. Circuits Syst. II Express Briefs, 2010

Math. Oper. Res., 2010

Oper. Res., 2010

IEEE Commun. Lett., 2010

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Proceedings of the 3rd Workshop on Social Network Mining and Analysis, 2010

Proceedings of the 2010 International Conference on Distributed Computing Systems, 2010

A novel similarity measure for time series data with applications to gait and activity recognition.

Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

Proceedings of the Global Communications Conference, 2010

Proceedings of the COLT 2010, 2010

Proceedings of the COLT 2010, 2010

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

IEEE Trans. Autom. Control., 2009

IEEE Trans. Autom. Control., 2009

Math. Oper. Res., 2009

J. Mach. Learn. Res., 2009

J. Mach. Learn. Res., 2009

Approachability in repeated games: Computational aspects and a Stackelberg variant.

Games Econ. Behav., 2009

Proceedings of the IEEE Workshop on Signal Processing Systems, 2009

Proceedings of the 2009 IEEE Information Theory Workshop, 2009

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Proceedings of IEEE International Conference on Communications, 2009

Proceedings of the IEEE International Conference on Acoustics, 2009

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Online learning in Markov decision processes with arbitrarily changing rewards and transitions.

Proceedings of the 1st International Conference on Game Theory for Networks, 2009

Proceedings of the 1st International Conference on Game Theory for Networks, 2009

Proceedings of the COLT 2009, 2009

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Regularized Fitted Q-Iteration for planning in continuous-space Markovian decision problems.

Proceedings of the American Control Conference, 2009

2008

IEEE Trans. Signal Process., 2008

Math. Oper. Res., 2008

Games Econ. Behav., 2008

CoRR, 2008

Proceedings of the Internet and Network Economics, 4th International Workshop, 2008

Proceedings of the 3rd International ICST Conference on Performance Evaluation Methodologies and Tools, 2008

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2008

Proceedings of the Machine Learning, 2008

Proceedings of the Recent Advances in Reinforcement Learning, 8th European Workshop, 2008

Efficient Reinforcement Learning in Parameterized Models: Discrete Parameter Case.

Proceedings of the Recent Advances in Reinforcement Learning, 8th European Workshop, 2008

Proceedings of the 21st Annual Conference on Learning Theory, 2008

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

IEEE Trans. Inf. Theory, 2007

Online calibrated forecasts: Memory efficiency versus universality for learning in games.

Mach. Learn., 2007

Manag. Sci., 2007

IEEE J. Sel. Areas Commun., 2007

Artif. Intell., 2007

An Area-Efficient FPGA-Based Architecture for Fully-Parallel Stochastic LDPC Decoding.

Proceedings of the IEEE Workshop on Signal Processing Systems, 2007

Proceedings of the NETWORKING 2007. Ad Hoc and Sensor Networks, 2007

Proceedings of the 37th International Symposium on Multiple-Valued Logic, 2007

Percentile optimization in uncertain Markov decision processes with application to efficient exploration.

Proceedings of the Machine Learning, 2007

Proceedings of the Global Communications Conference, 2007

Proceedings of the 46th IEEE Conference on Decision and Control, 2007

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

Design of ℓ<sub>1</sub>-optimal controllers with flexible disturbance rejection level.

IEEE Trans. Autom. Control., 2006

Action Elimination and Stopping Conditions for the Multi-Armed Bandit and Reinforcement Learning Problems.

J. Mach. Learn. Res., 2006

IEEE Commun. Lett., 2006

Games Econ. Behav., 2006

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

Automatic basis function construction for approximate dynamic programming and reinforcement learning.

Proceedings of the Machine Learning, 2006

Proceedings of the Learning Theory, 19th Annual Conference on Learning Theory, 2006

Proceedings of the Learning Theory, 19th Annual Conference on Learning Theory, 2006

2005

Efficiency loss in a network resource allocation game: the case of elastic supply.

IEEE Trans. Autom. Control., 2005

On the Empirical State-Action Frequencies in Markov Decision Processes Under General Policies.

Math. Oper. Res., 2005

Ann. Oper. Res., 2005

Ann. Oper. Res., 2005

The Workshop Program at the Nineteenth National Conference on Artificial Intelligence.

AI Mag., 2005

Proceedings of the Machine Learning, 2005

Proceedings of the Machine Learning, 2005

2004

IEEE Trans. Signal Process., 2004

J. Mach. Learn. Res., 2004

J. Mach. Learn. Res., 2004

Proceedings of the Machine Learning, 2004

Proceedings of the Machine Learning, 2004

Proceedings of the Learning Theory, 17th Annual Conference on Learning Theory, 2004

2003

The Empirical Bayes Envelope and Regret Minimization in Competitive Markov Decision Processes.

Math. Oper. Res., 2003

Greedy Algorithms for Classification -- Consistency, Convergence Rates, and Adaptivity.

J. Mach. Learn. Res., 2003

Proceedings of the Machine Learning, 2003

Proceedings of the Machine Learning, 2003

Bayes Meets Bellman: The Gaussian Process Approach to Temporal Difference Learning.

Proceedings of the Machine Learning, 2003

Lower Bounds on the Sample Complexity of Exploration in the Multi-armed Bandit Problem.

Proceedings of the Computational Learning Theory and Kernel Machines, 2003

Proceedings of the Computational Learning Theory and Kernel Machines, 2003

2002

Mach. Learn., 2002

Proceedings of the Machine Learning: ECML 2002, 2002

Proceedings of the Machine Learning: ECML 2002, 2002

Proceedings of the Computational Learning Theory, 2002

Proceedings of the Computational Learning Theory, 2002

2001

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Learning Embedded Maps of Markov Processes.

Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001

Adaptive Strategies and Regret Minimization in Arbitrarily Varying Markov Environments.

Proceedings of the Computational Learning Theory, 2001

Proceedings of the Computational Learning Theory, 2001

2000

Proceedings of the Advances in Neural Information Processing Systems 13, 2000