Daniel Kudenko

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I-HSIEN TINGAssociate Professor, Department of Information Management, National University of Kaohsiung, TaiwanGeverifieerd e-mailadres voor nuk.edu.tw
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Maria ArinbjarnarPhd Student, the University of YorkGeverifieerd e-mailadres voor york.ac.uk
Alberto NucciarelliUniversity of TrentoGeverifieerd e-mailadres voor unitn.it
Kyriakos EfthymiadisPostdoctoral Researcher Vrije Universiteit BrusselGeverifieerd e-mailadres voor vub.be
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Daniel Kudenko

L3S Research Center, Leibniz University Hannover, Germany

Geverifieerd e-mailadres voor l3s.de - Homepage

Artificial Intelligence Machine Learning Reinforcement Learning Mult-Agent Systems Interactive Drama


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
Reinforcement learning of coordination in heterogeneous cooperative multi-agent systems S Kapetanakis, D Kudenko Adaptive Agents and Multi-Agent Systems II, 119-131, 2004	281	2004
Learning in multi-agent systems E Alonso, M d'Inverno, D Kudenko, M Luck, J Noble Knowledge Engineering Review 16 (3), 277-284, 2001	173	2001
Dynamic potential-based reward shaping SM Devlin, D Kudenko Proceedings of the 11th International Conference on Autonomous Agents and …, 2012	121	2012
An empirical analysis of terminological representation systems J Heinsohn, D Kudenko, B Nebel, HJ Profitlich Artificial Intelligence 68 (2), 367-397, 1994	121	1994
Theoretical considerations of potential-based reward shaping for multi-agent systems S Devlin, D Kudenko The 10th International Conference on Autonomous Agents and Multiagent …, 2011	94	2011
Dynamic Generation of Dilemma-based Interactive Narratives. H Barber, D Kudenko AIIDE 7, 2-7, 2007	87	2007
Potential-based difference rewards for multiagent reinforcement learning S Devlin, L Yliniemi, D Kudenko, K Tumer Proceedings of the 2014 international conference on Autonomous agents and …, 2014	75	2014
An empirical study of potential-based reward shaping and advice in complex, multi-agent systems S Devlin, D Kudenko, M Grześ Advances in Complex Systems 14 (02), 251-278, 2011	70	2011
From value chains to technological platforms: The effects of crowdfunding in the digital game industry A Nucciarelli, F Li, KJ Fernandes, N Goumagias, I Cabras, S Devlin, ... Journal of Business Research 78, 341-352, 2017	65	2017
Machine learning and inductive logic programming for multi-agent systems D Kazakov, D Kudenko ECCAI Advanced Course on Artificial Intelligence, 246-270, 2001	65	2001
Multi-agent reinforcement learning for intrusion detection A Servin, D Kudenko Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent …, 2005	64	2005
Feature generation for sequence categorization D Kudenko, H Hirsh AAAI/IAAI, 733-738, 1998	59	1998
Plan-based reward shaping for reinforcement learning M Grzes, D Kudenko 2008 4th International IEEE Conference Intelligent Systems 2, 10-22-10-29, 2008	58	2008
Online learning of shaping rewards in reinforcement learning M Grześ, D Kudenko Neural Networks 23 (4), 541-550, 2010	57	2010
Generation of adaptive dilemma-based interactive narratives H Barber, D Kudenko IEEE transactions on computational intelligence and AI in games 1 (4), 309-326, 2009	57	2009
Tuning the performance of the MMAS heuristic E Ridge, D Kudenko International Workshop on Engineering Stochastic Local Search Algorithms, 46-60, 2007	56	2007
Predicting player disengagement and first purchase with event-frequency based data representation H Xie, S Devlin, D Kudenko, P Cowling 2015 IEEE Conference on Computational Intelligence and Games (CIG), 230-237, 2015	52	2015
The evolution of communication systems by adaptive agents L Steels Adaptive agents and multi-agent systems, 125-140, 2002	52	2002
Generation of dilemma-based interactive narratives with a changeable story goal H Barber, D Kudenko Proceedings of the 2nd international conference on INtelligent TEchnologies …, 2008	50	2008
Multi-objectivization of reinforcement learning problems by reward shaping T Brys, A Harutyunyan, P Vrancx, ME Taylor, D Kudenko, A Nowé 2014 international joint conference on neural networks (IJCNN), 2315-2322, 2014	49	2014

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