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1

Multi-Objective Decision Making

Roijers, Diederik M., Whiteson, Shimon

Journal:

Synthesis Lectures on Artificial Intelligence and Machine Learning

Year:

2017

Language:

english

File:

PDF, 1.55 MB

english, 2017

2

Introduction to the special issue on empirical evaluations in reinforcement learning

Shimon Whiteson, Michael L. Littman

Journal:

Machine Learning

Year:

2011

Language:

english

File:

PDF, 225 KB

english, 2011

3

[IEEE 2019 International Conference on Robotics and Automation (ICRA) - Montreal, QC, Canada (2019.5.20-2019.5.24)] 2019 International Conference on Robotics and Automation (ICRA) - Learning From Demonstration in the Wild

Behbahani, Feryal, Shiarlis, Kyriacos, Chen, Xi, Kurin, Vitaly, Kasewa, Sudhanshu, Stirbu, Ciprian, Gomes, Joao, Paul, Supratik, Oliehoek, Frans A., Messias, Joao, Whiteson, Shimon

Year:

2019

Language:

english

File:

PDF, 3.89 MB

english, 2019

4

Neuroevolutionary reinforcement learning for generalized control of simulated helicopters

Rogier Koppejan, Shimon Whiteson

Journal:

Evolutionary Intelligence

Year:

2011

Language:

english

File:

PDF, 1009 KB

english, 2011

5

Evolving Soccer Keepaway Players Through Task Decomposition

Shimon Whiteson, Nate Kohl, Risto Miikkulainen, Peter Stone

Journal:

Machine Learning

Year:

2005

Language:

english

File:

PDF, 317 KB

english, 2005

6

Critical factors in the empirical performance of temporal difference and evolutionary methods for reinforcement learning

Shimon Whiteson, Matthew E. Taylor, Peter Stone

Journal:

Autonomous Agents and Multi-Agent Systems

Year:

2010

Language:

english

File:

PDF, 703 KB

english, 2010

7

[IEEE 2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) - Nashville, TN, USA (2009.03.30-2009.04.2)] 2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning - A theoretical and empirical analysis of Expected Sarsa

van Seijen, Harm, van Hasselt, Hado, Whiteson, Shimon, Wiering, Marco

Year:

2009

Language:

english

File:

PDF, 407 KB

english, 2009

8

[ACM Press the 21st ACM international conference - Maui, Hawaii, USA (2012.10.29-2012.11.02)] Proceedings of the 21st ACM international conference on Information and knowledge management - CIKM '12 - Estimating interleaved comparison outcomes from historical click data

Hofmann, Katja, Whiteson, Shimon, de Rijke, Maarten

Year:

2012

Language:

english

File:

PDF, 493 KB

english, 2012

9

[ACM Press the 12th annual conference - Portland, Oregon, USA (2010.07.07-2010.07.11)] Proceedings of the 12th annual conference on Genetic and evolutionary computation - GECCO '10 - Multi-task evolutionary shaping without pre-specified representations

Snel, Matthijs, Whiteson, Shimon

Year:

2010

Language:

english

File:

PDF, 470 KB

english, 2010

10

Social interaction for efficient agent learning from human reward

Li, Guangliang, Whiteson, Shimon, Knox, W. Bradley, Hung, Hayley

Journal:

Autonomous Agents and Multi-Agent Systems

Year:

2017

Language:

english

File:

PDF, 1.25 MB

english, 2017

11

[ACM Press the sixth ACM international conference - Rome, Italy (2013.02.04-2013.02.08)] Proceedings of the sixth ACM international conference on Web search and data mining - WSDM '13 - Reusing historical interaction data for faster online learning to rank for IR

Hofmann, Katja, Schuth, Anne, Whiteson, Shimon, de Rijke, Maarten

Year:

2013

Language:

english

File:

PDF, 741 KB

english, 2013

12

[IEEE 2011 IEEE International Conference on Development and Learning (ICDL) - Frankfurt am Main, Germany (2011.08.24-2011.08.27)] 2011 IEEE International Conference on Development and Learning (ICDL) - Robust central pattern generators for embodied hierarchical reinforcement learning

Snel, Matthijs, Whiteson, Shimon, Kuniyoshi, Yasuo

Year:

2011

Language:

english

File:

PDF, 1.00 MB

english, 2011

13

EFFICIENT ABSTRACTION SELECTION IN REINFORCEMENT LEARNING

van Seijen, Harm, Whiteson, Shimon, Kester, Leon

Journal:

Computational Intelligence

Year:

2014

Language:

english

File:

PDF, 687 KB

english, 2014

14

[ACM Press the 8th annual conference - Seattle, Washington, USA (2006.07.08-2006.07.12)] Proceedings of the 8th annual conference on Genetic and evolutionary computation - GECCO '06 - Comparing evolutionary and temporal difference methods in a reinforcement learning domain

Taylor, Matthew E., Whiteson, Shimon, Stone, Peter

Year:

2006

Language:

english

File:

PDF, 226 KB

english, 2006

15

[IEEE 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) - Vancouver, BC (2017.9.24-2017.9.28)] 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) - Acquiring social interaction behaviours for telepresence robots via deep learning from demonstration

Shiarlis, Kyriacos, Messias, Joao, Whiteson, Shimon

Year:

2017

Language:

english

File:

PDF, 2.57 MB

english, 2017

16

Using informative behavior to increase engagement while learning from human reward

Li, Guangliang, Whiteson, Shimon, Knox, W. Bradley, Hung, Hayley

Journal:

Autonomous Agents and Multi-Agent Systems

Year:

2016

Language:

english

File:

PDF, 1.91 MB

english, 2016

17

Balancing exploration and exploitation in listwise and pairwise online learning to rank for information retrieval

Katja Hofmann, Shimon Whiteson, Maarten de Rijke

Journal:

Information Retrieval

Year:

2013

Language:

english

File:

PDF, 656 KB

english, 2013

18

[ACM Press the 8th annual conference - Seattle, Washington, USA (2006.07.08-2006.07.12)] Proceedings of the 8th annual conference on Genetic and evolutionary computation - GECCO '06 - On-line evolutionary computation for reinforcement learning in stochastic domains

Whiteson, Shimon, Stone, Peter

Year:

2006

Language:

english

File:

PDF, 688 KB

english, 2006

19

"Learning to rank for information retrieval from user interactions" by K. Hofmann, S. Whiteson, A. Schuth, and M. de Rijke with Martin Vesely as coordinator

Hofmann, Katja, Whiteson, Shimon, Schuth, Anne, de Rijke, Maarten

Journal:

ACM SIGWEB Newsletter

Year:

2014

Language:

english

File:

PDF, 146 KB

english, 2014

20

[ACM Press the 7th ACM international conference - New York, New York, USA (2014.02.24-2014.02.28)] Proceedings of the 7th ACM international conference on Web search and data mining - WSDM '14 - Relative confidence sampling for efficient on-line ranker evaluation

Zoghi, Masrour, Whiteson, Shimon A., de Rijke, Maarten, Munos, Remi

Year:

2014

Language:

english

File:

PDF, 716 KB

english, 2014

21

[IEEE 2009 Ninth International Conference on Intelligent Systems Design and Applications - Pisa, Italy (2009.11.30-2009.12.2)] 2009 Ninth International Conference on Intelligent Systems Design and Applications - Postponed Updates for Temporal-Difference Reinforcement Learning

van Seijen, Harm, Whiteson, Shimon

Year:

2009

Language:

english

File:

PDF, 252 KB

english, 2009

22

Facial feedback for reinforcement learning: a case study and offline analysis using the TAMER framework

Li, Guangliang, DibeklioÄlu, Hamdi, Whiteson, Shimon, Hung, Hayley

Journal:

Autonomous Agents and Multi-Agent Systems

Year:

2020

Language:

english

File:

PDF, 1.75 MB

english, 2020

23

Fidelity, Soundness, and Efficiency of Interleaved Comparison Methods

Hofmann, Katja, Whiteson, Shimon, Rijke, Maarten De

Journal:

ACM Transactions on Information Systems

Year:

2013

Language:

english

File:

PDF, 1.90 MB

english, 2013

24

[ACM Press the fourth international joint conference - The Netherlands (2005.07.25-2005.07.29)] Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems - AAMAS '05 - Improving reinforcement learning function approximators via neuroevolution

Whiteson, Shimon

Year:

2005

Language:

english

File:

PDF, 278 KB

english, 2005

25

[ACM Press the 6th international joint conference - Honolulu, Hawaii (2007.05.14-2007.05.18)] Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems - AAMAS '07 - Transfer via inter-task mappings in policy search reinforcement learning

Taylor, Matthew E., Whiteson, Shimon, Stone, Peter

Year:

2007

Language:

english

File:

PDF, 310 KB

english, 2007

26

[ACM Press the 11th Annual conference - Montreal, Québec, Canada (2009.07.08-2009.07.12)] Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO '09 - Neuroevolutionary reinforcement learning for generalized helicopter control

Koppejan, Rogier, Whiteson, Shimon

Year:

2009

Language:

english

File:

PDF, 352 KB

english, 2009

27

[IEEE 2017 IEEE International Conference on Robotics and Automation (ICRA) - Singapore, Singapore (2017.5.29-2017.6.3)] 2017 IEEE International Conference on Robotics and Automation (ICRA) - Rapidly exploring learning trees

Shiarlis, Kyriacos, Messias, Joao, Whiteson, Shimon

Year:

2017

Language:

english

File:

PDF, 893 KB

english, 2017

28

Machine learning for event selection in high energy physics

Shimon Whiteson, Daniel Whiteson

Journal:

Engineering Applications of Artificial Intelligence

Year:

2009

Language:

english

File:

PDF, 882 KB

english, 2009

29

[ACM Press the 2005 conference - Washington DC, USA (2005.06.25-2005.06.29)] Proceedings of the 2005 conference on Genetic and evolutionary computation - GECCO '05 - Automatic feature selection in neuroevolution

Whiteson, Shimon, Stone, Peter, Stanley, Kenneth O., Miikkulainen, Risto, Kohl, Nate

Year:

2005

Language:

english

File:

PDF, 785 KB

english, 2005

30

[IEEE 2011 Ieee Symposium On Adaptive Dynamic Programming And Reinforcement Learning - Paris, France (2011.04.11-2011.04.15)] 2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) - Protecting against evaluation overfitting in empirical reinforcement learning

Whiteson, Shimon, Tanner, Brian, Taylor, Matthew E., Stone, Peter

Year:

2011

Language:

english

File:

PDF, 135 KB

english, 2011

31

Exploiting submodular value functions for scaling up active perception

Satsangi, Yash, Whiteson, Shimon, Oliehoek, Frans A., Spaan, Matthijs T. J.

Journal:

Autonomous Robots

Year:

2018

Language:

english

File:

PDF, 1.54 MB

english, 2018

32

Learning potential functions and their representations for multi-task reinforcement learning

Snel, Matthijs, Whiteson, Shimon

Journal:

Autonomous Agents and Multi-Agent Systems

Year:

2014

Language:

english

File:

PDF, 1.06 MB

english, 2014

33

[ACM Press the 13th annual conference - Dublin, Ireland (2011.07.12-2011.07.16)] Proceedings of the 13th annual conference on Genetic and evolutionary computation - GECCO '11 - Critical factors in the performance of novelty search

Kistemaker, Steijn, Whiteson, Shimon

Year:

2011

Language:

english

File:

PDF, 497 KB

english, 2011

34

[ACM Press the 20th ACM international conference - Glasgow, Scotland, UK (2011.10.24-2011.10.28)] Proceedings of the 20th ACM international conference on Information and knowledge management - CIKM '11 - A probabilistic method for inferring preferences from clicks

Hofmann, Katja, Whiteson, Shimon, de Rijke, Maarten

Year:

2011

Language:

english

File:

PDF, 707 KB

english, 2011

35

[ACM Press the 2013 workshop - San Francisco, California, USA (2013.11.01-2013.11.01)] Proceedings of the 2013 workshop on Living labs for information retrieval evaluation - LivingLab '13 - Lerot

Schuth, Anne, Hofmann, Katja, Whiteson, Shimon, de Rijke, Maarten

Year:

2013

Language:

english

File:

PDF, 392 KB

english, 2013

36

[IEEE 2014 IEEE Games, Media, Entertainment (GEM) Conference - Toronto, ON (2014.10.22-2014.10.24)] 2014 IEEE Games Media Entertainment - Challenge balancing for personalised game spaces

Bakkes, Sander, Whiteson, Shimon, Guangliang Li,, Visniuc, George Viorel, Charitos, Efstathios, Heijne, Norbert, Swellengrebel, Arjen

Year:

2014

Language:

english

File:

PDF, 224 KB

english, 2014

37

[IEEE 2009 International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2009.12.13-2009.12.15)] 2009 International Conference on Machine Learning and Applications - Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs

Kroon, Mark, Whiteson, Shimon

Year:

2009

Language:

english

File:

PDF, 295 KB

english, 2009

38

[ACM Press the Eighth ACM International Conference - Shanghai, China (2015.02.02-2015.02.06)] Proceedings of the Eighth ACM International Conference on Web Search and Data Mining - WSDM '15 - MergeRUCB

Zoghi, Masrour, Whiteson, Shimon, de Rijke, Maarten

Year:

2015

Language:

english

File:

PDF, 1.01 MB

english, 2015

39

Adaptive job routing and scheduling

Shimon Whiteson, Peter Stone

Journal:

Engineering Applications of Artificial Intelligence

Year:

2004

Language:

english

File:

PDF, 659 KB

english, 2004

40

[ACM Press the second international joint conference - Melbourne, Australia (2003.07.14-2003.07.18)] Proceedings of the second international joint conference on Autonomous agents and multiagent systems - AAMAS '03 - Concurrent layered learning

Whiteson, Shimon, Stone, Peter

Year:

2003

Language:

english

File:

PDF, 251 KB

english, 2003

41

[ACM Press the 23rd ACM International Conference - Shanghai, China (2014.11.03-2014.11.07)] Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management - CIKM '14 - Multileaved Comparisons for Fast Online Evaluation

Schuth, Anne, Sietsma, Floor, Whiteson, Shimon, Lefortier, Damien, de Rijke, Maarten

Year:

2014

Language:

english

File:

PDF, 1.08 MB

english, 2014

42

Report on the 2008 Reinforcement Learning Competition

Whiteson, Shimon, Tanner, Brian, White, Adam

Journal:

Year:

2010

File:

PDF, 2.79 MB

2010

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