Karl Tuyls

Universiteit Maastricht

	2009
49		Nyree Lemmens, Karl Tuyls: Stigmergic landmark foraging. AAMAS (1) 2009: 497-504
48		Steven de Jong, Karl Tuyls: Learning to cooperate in a continuous tragedy of the commons. AAMAS (2) 2009: 1185-1186
47		Marc J. V. Ponsen, Tom Croonenborghs, Karl Tuyls, Jan Ramon, Kurt Driessens: Learning with whom to communicate using relational reinforcement learning. AAMAS (2) 2009: 1221-1222
46		Michael Kaisers, Karl Tuyls, Simon Parsons, Frank Thuijsman: An evolutionary model of multi-agent learning with a varying exploration rate. AAMAS (2) 2009: 1255-1256
45		Daniel Hennes, Karl Tuyls, Matthias Rauterberg: State-coupled replicator dynamics. AAMAS (2) 2009: 789-796
	2008
44		Karl Tuyls, Ann Nowé, Zahia Guessoum, Daniel Kudenko: Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent Learning, 5th, 6th, and 7th European Symposium, ALAMAS 2005-2007 on Adaptive and Learning Agents and Multi-Agent Systems, Revised Selected Papers Springer 2008
43		Marc J. V. Ponsen, Jan Ramon, Tom Croonenborghs, Kurt Driessens, Karl Tuyls: Bayes-Relational Learning of Opponent Models from Incomplete Information in No-Limit Poker. AAAI 2008: 1485-1486
42		Peter Vrancx, Karl Tuyls, Ronald L. Westra: Switching dynamics of multi-agent learning. AAMAS (1) 2008: 307-313
41		Steven de Jong, Karl Tuyls, Katja Verbeeck: Artificial agents learning human fairness. AAMAS (2) 2008: 863-870
40		Daniel Hennes, Karl Tuyls, Matthias Rauterberg: Formalizing Multi-state Learning Dynamics. IAT 2008: 266-272
39		Michael Kaisers, Karl Tuyls, Frank Thuijsman, Simon Parsons: Auction Analysis by Normal Form Game Approximation. IAT 2008: 447-450
38		H. H. L. M. Donkers, Karl Tuyls: Belief Networks for Bioinformatics. Computational Intelligence in Bioinformatics 2008: 75-111
37		Karl Tuyls, Ann Nowé: Introduction to Game Theory. Wiley Encyclopedia of Computer Science and Engineering 2008
36		Bart Kuijpers, Vanessa Lemmens, Bart Moelans, Karl Tuyls: Privacy Preserving ID3 over Horizontally, Vertically and Grid Partitioned Data CoRR abs/0803.1555: (2008)
35		Steven de Jong, Simon Uyttendaele, Karl Tuyls: Learning to Reach Agreement in a Continuous Ultimatum Game. J. Artif. Intell. Res. (JAIR) 33: 551-574 (2008)
34		Steven de Jong, Karl Tuyls, Katja Verbeeck: Fairness in multi-agent systems. Knowledge Eng. Review 23(2): 153-180 (2008)
33		Ben Torben-Nielsen, Karl Tuyls, Eric O. Postma: EvOL-Neuron: Neuronal morphology generation. Neurocomputing 71(4-6): 963-972 (2008)
	2007
32		Karl Tuyls, Ronald L. Westra, Yvan Saeys, Ann Nowé: Knowledge Discovery and Emergent Complexity in Bioinformatics, First International Workshop, KDECB 2006, Ghent, Belgium, May 10, 2006. Revised Selected Papers Springer 2007
31		Liviu Panait, Karl Tuyls: Theoretical advantages of lenient Q-learners: an evolutionary game theoretic perspective. AAMAS 2007: 40
30		Steven de Jong, Karl Tuyls, Katja Verbeeck, Nico Roos: Priority Awareness: Towards a Computational Model of Human Fairness for Multi-agent Systems. Adaptive Agents and Multi-Agents Systems 2007: 117-128
29		Nyree Lemmens, Steven de Jong, Karl Tuyls, Ann Nowé: Bee Behaviour in Multi-agent Systems. Adaptive Agents and Multi-Agents Systems 2007: 145-156
28		H. Jaap van den Herik, Daniel Hennes, Michael Kaisers, Karl Tuyls, Katja Verbeeck: Multi-agent Learning Dynamics: A Survey. CIA 2007: 36-56
27		Goele Hollanders, Geert Jan Bex, Marc Gyssens, Ronald L. Westra, Karl Tuyls: On Phase Transitions in Learning Sparse Networks. ECML 2007: 591-599
26		Ronald L. Westra, Goele Hollanders, Geert Jan Bex, Marc Gyssens, Karl Tuyls: The pattern memory of gene-protein networks. AI Commun. 20(4): 297-311 (2007)
25		Karl Tuyls, Simon Parsons: What evolutionary game theory tells us about multiagent learning. Artif. Intell. 171(7): 406-416 (2007)
24		Katja Verbeeck, Ann Nowé, Johan Parent, Karl Tuyls: Exploring selfish reinforcement learning in repeated games with stochastic rewards. Autonomous Agents and Multi-Agent Systems 14(3): 239-269 (2007)
	2006
23		Karl Tuyls, Pieter Jan't Hoen, Katja Verbeeck, Sandip Sen: Learning and Adaption in Multi-Agent Systems, First International Workshop, LAMAS 2005, Utrecht, The Netherlands, July 25, 2005, Revised Selected Papers Springer 2006
22		Steven de Jong, Karl Tuyls, Ida G. Sprinkhuizen-Kuyper: Robust and Scalable Coordination of Potential-Field Driven Agents. CIMCA/IAWTIC 2006: 230
21		Ben Torben-Nielsen, Karl Tuyls, Eric O. Postma: Shaping Realistic Neuronal Morphologies: An Evolutionary Computation Method. IJCNN 2006: 573-580
20		Ronald L. Westra, Karl Tuyls, Yvan Saeys, Ann Nowé: Knowledge Discovery and Emergent Complexity in Bioinformatics. KDECB 2006: 1-9
19		Ben Torben-Nielsen, Karl Tuyls, Eric O. Postma: On the Neuronal Morphology-Function Relationship: A Synthetic Approach. KDECB 2006: 131-144
18		Ronald L. Westra, Goele Hollanders, Geert Jan Bex, Marc Gyssens, Karl Tuyls: The Identification of Dynamic Gene-Protein Networks. KDECB 2006: 157-170
17		Geert Jan Bex, Frank Neven, Thomas Schwentick, Karl Tuyls: Inference of Concise DTDs from XML Data. VLDB 2006: 115-126
16		Karl Tuyls, Pieter Jan't Hoen, Bram Vanschoenwinkel: An Evolutionary Dynamical Analysis of Multi-Agent Learning in Iterated Games. Autonomous Agents and Multi-Agent Systems 12(1): 115-153 (2006)
	2005
15		Katja Verbeeck, Karl Tuyls, Ann Nowé, Bernard Manderick, Bart Kuijpers: BNAIC 2005 - Proceedings of the Seventeenth Belgium-Netherlands Conference on Artificial Intelligence, Brussels, Belgium, October 17-18, 2005 Koninklijke Vlaamse Academie van Belie voor Wetenschappen en Kunsten 2005
14		Marie Pierre Gleizes, Gal A. Kaminka, Ann Nowé, Sascha Ossowski, Karl Tuyls, Katja Verbeeck: EUMAS 2005 - Proceedings of the Third European Workshop on Multi-Agent Systems, Brussels, Belgium, December 7-8, 2005 Koninklijke Vlaamse Academie van Belie voor Wetenschappen en Kunsten 2005
13		Katja Verbeeck, Ann Nowé, Karl Tuyls: Coordinated exploration in multi-agent reinforcement learning: an application to load-balancing. AAMAS 2005: 1105-1106
12		Katja Verbeeck, Ann Nowé, Maarten Peeters, Karl Tuyls: Multi-agent Reinforcement Learning in Stochastic Single and Multi-stage Games. Adaptive Agents and Multi-Agent Systems 2005: 275-294
11		Bart De Vylder, Karl Tuyls: Towards a Common Lexicon in The Naming Game: The Dynamics of Synonymy Reduction. BNAIC 2005: 112-119
10		Karl Tuyls, Bart Kuijpers: Privacy in Multi-Agent Learning: Securely Inducing a Multi-Agent Decision Tree. EUMAS 2005: 427-438
9		Pieter Jan't Hoen, Karl Tuyls, Liviu Panait, Sean Luke, Johannes A. La Poutré: An Overview of Cooperative and Competitive Multiagent Learning. LAMAS 2005: 1-46
8		Tom Croonenborghs, Karl Tuyls, Jan Ramon, Maurice Bruynooghe: Multi-agent Relational Reinforcement Learning. LAMAS 2005: 192-206
7		Karl Tuyls, Ann Nowé: Evolutionary game theory and multi-agent reinforcement learning. Knowledge Eng. Review 20(1): 63-90 (2005)
	2004
6		Pieter Jan't Hoen, Karl Tuyls: Analyzing Multi-agent Reinforcement Learning Using Evolutionary Dynamics. ECML 2004: 168-179
	2003
5		Karl Tuyls, Katja Verbeeck, Tom Lenaerts: A selection-mutation model for q-learning in multi-agent systems. AAMAS 2003: 693-700
4		Karl Tuyls, Katja Verbeeck, Sam Maes: On a Dynamical Analysis of Reinforcement Learning in Games: Emergence of Occam's Razor. CEEMAS 2003: 335-344
3		Karl Tuyls, Dries Heytens, Ann Nowé, Bernard Manderick: Extended Replicator Dynamics as a Key to Reinforcement Learning in Multi-agent Systems. ECML 2003: 421-431
	2002
2		Karl Tuyls, Sam Maes, Bernard Manderick: Q-Learning in Simulated Robotic Soccer - Large State Spaces and Incomplete Information. ICMLA 2002: 226-232
1		Karl Tuyls, Sam Maes, Bernard Manderick: Reinforcement Learning in Large State Spaces. RoboCup 2002: 319-326

Coauthor Index

1	Geert Jan Bex	[17] [18] [26] [27]
2	Maurice Bruynooghe	[8]
3	Tom Croonenborghs	[8] [43] [47]
4	H. H. L. M. Donkers (Jeroen Donkers)	[38]
5	Kurt Driessens	[43] [47]
6	Marie Pierre Gleizes	[14]
7	Zahia Guessoum	[44]
8	Marc Gyssens	[18] [26] [27]
9	Daniel Hennes	[28] [40] [45]
10	H. Jaap van den Herik	[28]
11	Dries Heytens	[3]
12	Pieter Jan't Hoen	[6] [9] [16] [23]
13	Goele Hollanders	[18] [26] [27]
14	Steven de Jong	[22] [29] [30] [34] [35] [41] [48]
15	Michael Kaisers	[28] [39] [46]
16	Gal A. Kaminka	[14]
17	Daniel Kudenko	[44]
18	Bart Kuijpers	[10] [15] [36]
19	Nyree Lemmens	[29] [49]
20	Vanessa Lemmens	[36]
21	Tom Lenaerts	[5]
22	Sean Luke	[9]
23	Sam Maes	[1] [2] [4]
24	Bernard Manderick	[1] [2] [3] [15]
25	Bart Moelans	[36]
26	Frank Neven	[17]
27	Ann Nowé	[3] [7] [12] [13] [14] [15] [20] [24] [29] [32] [37] [44]
28	Sascha Ossowski	[14]
29	Liviu Panait	[9] [31]
30	Johan Parent	[24]
31	Simon Parsons	[25] [39] [46]
32	Maarten Peeters	[12]
33	Marc J. V. Ponsen	[43] [47]
34	Eric O. Postma	[19] [21] [33]
35	Johannes A. La Poutré (Han La Poutré)	[9]
36	Jan Ramon	[8] [43] [47]
37	Matthias Rauterberg	[40] [45]
38	Nico Roos	[30]
39	Yvan Saeys	[20] [32]
40	Thomas Schwentick	[17]
41	Sandip Sen	[23]
42	Ida G. Sprinkhuizen-Kuyper	[22]
43	Frank Thuijsman	[39] [46]
44	Ben Torben-Nielsen	[19] [21] [33]
45	Simon Uyttendaele	[35]
46	Bram Vanschoenwinkel	[16]
47	Katja Verbeeck	[4] [5] [12] [13] [14] [15] [23] [24] [28] [30] [34] [41]
48	Peter Vrancx	[42]
49	Bart De Vylder	[11]
50	Ronald L. Westra	[18] [20] [26] [27] [32] [42]

Colors in the list of coauthors