Publications

This will be updated soon, but a good overview can already be found at my DBLP page: https://dblp.org/pers/hd/t/Tuyls:Karl

219 entries « 9 of 9 »

2006

Tuyls, Karl; Hoen, Pieter Jan't; Verbeeck, Katja; Sen, Sandip (Ed.)

Learning and Adaption in Multi-Agent Systems, First International Workshop, LAMAS 2005, Utrecht, The Netherlands, July 25, 2005, Revised Selected Papers Proceeding

Springer, 3898 , 2006, ISBN: 3-540-33053-4.

Links | BibTeX

2005

Tuyls, Karl; é, Ann Now

Evolutionary game theory and multi-agent reinforcement learning Journal Article

Knowledge Eng. Review, 20 (1), pp. 63–90, 2005.

Links | BibTeX

Verbeeck, Katja; é, Ann Now; Peeters, Maarten; Tuyls, Karl

Multi-agent Reinforcement Learning in Stochastic Single and Multi-stage Games Inproceedings

Adaptive Agents and Multi-Agent Systems II: Adaptation and Multi-Agent Learning, pp. 275–294, 2005.

Links | BibTeX

Verbeeck, Katja; é, Ann Now; Tuyls, Karl

Coordinated exploration in multi-agent reinforcement learning: an application to load-balancing Inproceedings

4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), July 25-29, 2005, Utrecht, The Netherlands, pp. 1105–1106, 2005.

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Vylder, Bart De; Tuyls, Karl

Towards a Common Lexicon in The Naming Game: The Dynamics of Synonymy Reduction Inproceedings

BNAIC 2005 - Proceedings of the Seventeenth Belgium-Netherlands Conference on Artificial Intelligence, Brussels, Belgium, October 17-18, 2005, pp. 112–119, 2005.

BibTeX

Tuyls, Karl; Kuijpers, Bart

Privacy in Multi-Agent Learning: Securely Inducing a Multi-Agent Decision Tree Inproceedings

EUMAS 2005 - Proceedings of the Third European Workshop on Multi-Agent Systems, Brussels, Belgium, December 7-8, 2005, pp. 427–438, 2005.

BibTeX

Hoen, Pieter Jan't; Tuyls, Karl; Panait, Liviu; Luke, Sean; é, Johannes La Poutr A

An Overview of Cooperative and Competitive Multiagent Learning Inproceedings

Learning and Adaption in Multi-Agent Systems, First International Workshop, LAMAS 2005, Utrecht, The Netherlands, July 25, 2005, Revised Selected Papers, pp. 1–46, 2005.

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Croonenborghs, Tom; Tuyls, Karl; Ramon, Jan; Bruynooghe, Maurice

Multi-agent Relational Reinforcement Learning Inproceedings

Learning and Adaption in Multi-Agent Systems, First International Workshop, LAMAS 2005, Utrecht, The Netherlands, July 25, 2005, Revised Selected Papers, pp. 192–206, 2005.

Links | BibTeX

Verbeeck, Katja; Tuyls, Karl; é, Ann Now; Manderick, Bernard; Kuijpers, Bart (Ed.)

BNAIC 2005 - Proceedings of the Seventeenth Belgium-Netherlands Conference on Artificial Intelligence, Brussels, Belgium, October 17-18, 2005 Proceeding

Koninklijke Vlaamse Academie van Belie voor Wetenschappen en Kunsten, 2005.

BibTeX

-, Marie; Kaminka, Gal A; é, Ann Now; Ossowski, Sascha; Tuyls, Karl; Verbeeck, Katja (Ed.)

EUMAS 2005 - Proceedings of the Third European Workshop on Multi-Agent Systems, Brussels, Belgium, December 7-8, 2005 Proceeding

Koninklijke Vlaamse Academie van Belie voor Wetenschappen en Kunsten, 2005.

BibTeX

Verbeeck, Katja; Tuyls, Karl; é, Ann Now; Manderick, Bernard; Kuijpers, Bart (Ed.)

BNAIC 2005 - Proceedings of the Seventeenth Belgium-Netherlands Conference on Artificial Intelligence, Brussels, Belgium, October 17-18, 2005 Proceeding

Koninklijke Vlaamse Academie van Belie voor Wetenschappen en Kunsten, 2005.

BibTeX

-, Marie; Kaminka, Gal A; é, Ann Now; Ossowski, Sascha; Tuyls, Karl; Verbeeck, Katja (Ed.)

EUMAS 2005 - Proceedings of the Third European Workshop on Multi-Agent Systems, Brussels, Belgium, December 7-8, 2005 Proceeding

Koninklijke Vlaamse Academie van Belie voor Wetenschappen en Kunsten, 2005.

BibTeX

2004

Tuyls, Karl; é, Ann Now; Lenaerts, Tom; Manderick, Bernard

An Evolutionary Game Theoretic Perspective on Learning in Multi-Agent Systems Journal Article

Synthese, 139 (2), pp. 297–330, 2004.

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Hoen, Pieter Jan't; Tuyls, Karl

Analyzing Multi-agent Reinforcement Learning Using Evolutionary Dynamics Inproceedings

Machine Learning: ECML 2004, 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings, pp. 168–179, 2004.

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2003

Tuyls, Karl; Verbeeck, Katja; Lenaerts, Tom

A selection-mutation model for q-learning in multi-agent systems Inproceedings

The Second International Joint Conference on Autonomous Agents & Multiagent Systems, AAMAS 2003, July 14-18, 2003, Melbourne, Victoria, Australia, Proceedings, pp. 693–700, 2003.

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Tuyls, Karl; Verbeeck, Katja; Maes, Sam

On a Dynamical Analysis of Reinforcement Learning in Games: Emergence of Occam's Razor Inproceedings

Multi-Agent Systems and Applications III, 3rd International Central and Eastern European Conference on Multi-Agent Systems, CEEMAS 2003, Prague, Czech Republic, June 16-18, 2003, Proceedings, pp. 335–344, 2003.

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Tuyls, Karl; Heytens, Dries; é, Ann Now; Manderick, Bernard

Extended Replicator Dynamics as a Key to Reinforcement Learning in Multi-agent Systems Inproceedings

Machine Learning: ECML 2003, 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings, pp. 421–431, 2003.

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2002

Tuyls, Karl; Maes, Sam; Manderick, Bernard

Q-Learning in Simulated Robotic Soccer - Large State Spaces and Incomplete Information Inproceedings

Proceedings of the 2002 International Conference on Machine Learning and Applications - ICMLA 2002, June 24-27, 2002, Las Vegas, Nevada, USA, pp. 226–232, 2002.

BibTeX

Tuyls, Karl; Maes, Sam; Manderick, Bernard

Reinforcement Learning in Large State Spaces Inproceedings

RoboCup 2002: Robot Soccer World Cup VI, pp. 319–326, 2002.

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219 entries « 9 of 9 »

Tutorial material

The combined DeepMind slide decks we used for our ICML 2018 and ACAI 2019 tutorials on multi-agent learning can be downloaded here