| 2007 | Optimal Control in Large Stochastic Multi-agent Systems. | Bart van den Broek, Wim Wiegerinck, Bert Kappen |
| 2007 | To Adapt or Not to Adapt - Consequences of Adapting Driver and Traffic Light Agents. | Ana L. C. Bazzan, Denise de Oliveira, Franziska Klgl, Kai Nagel |
| 2005 | Towards Adaptive Role Selection for Behavior-Based Agents. | Danny Weyns, Kurt Schelfthout, Tom Holvoet, Olivier Glorieux |
| 2005 | Multi-agent Reinforcement Learning in Stochastic Single and Multi-stage Games. | Katja Verbeeck, Ann Now, Maarten Peeters, Karl Tuyls |
| 2005 | Combining Planning with Reinforcement Learning for Multi-robot Task Allocation. | Malcolm J. A. Strens, Neil Windelinckx |
| 2005 | Learning Multi-agent Search Strategies. | Malcolm J. A. Strens |
| 2005 | Postext - A Mind for Society. | Avishalom Shalit, Tom Erez, Anna Deters, Uri Hershberg, Eran Shir, Sorin Solomon |
| 2005 | Gdel Machines: Towards a Technical Justification of Consciousness. | Jrgen Schmidhuber |
| 2005 | Robust Online Reputation Mechanism by Stochastic Approximation. | Takamichi Sakai, Kenji Terada, Tadashi Araragi |
| 2005 | Experiments in Subsymbolic Action Planning with Mobile Robots. | John Pisokas, Ulrich Nehmzow |
| 2005 | Evolving Strategies for Agents in the Iterated Prisoner's Dilemma in Noisy Environments. | Colm O'Riordan |
| 2005 | Advice-Exchange Between Evolutionary Algorithms and Reinforcement Learning Agents: Experiments in the Pursuit Domain. | Lus Nunes, Eugnio C. Oliveira |
| 2005 | Dynamic and Distributed Interaction Protocols. | Jarred McGinnis, David Robertson |
| 2005 | The Strategic Control of an Ant-Based Routing System Using Neural Net Q-Learning Agents. | David Legge |
| 2005 | Evolving the Game of Life. | Dimitar Kazakov, Matthew Sweet |
| 2005 | Learning to Coordinate Using Commitment Sequences in Cooperative Multi-agent Systems. | Spiros Kapetanakis, Daniel Kudenko, Malcolm J. A. Strens |
| 2005 | Reinforcement Learning of Coordination in Heterogeneous Cooperative Multi-agent Systems. | Spiros Kapetanakis, Daniel Kudenko |
| 2005 | Towards Time Management Adaptability in Multi-agent Systems. | Alexander Helleboogh, Tom Holvoet, Danny Weyns, Yolande Berbers |
| 2005 | SMART (Stochastic Model Acquisition with ReinforcemenT) Learning Agents: A Preliminary Report. | Christopher Child, Kostas Stathis |
| 2005 | Baselines for Joint-Action Reinforcement Learning of Coordination in Cooperative Multi-agent Systems. | Martin Carpenter, Daniel Kudenko |
| 2005 | Comparing Resource Sharing with Information Exchange in Co-operative Agents, and the Role of Environment Structure. | Mark Bartlett, Dimitar Kazakov |
| 2002 | Adapting Populations of Agents. | Philippe De Wilde, Maria Chli, Lus Correia, Rita Almeida Ribeiro, Pedro Mariano, Vladimir Abramov, Jan Goossenaerts |
| 2002 | Learning in Multiagent Systems: An Introduction from a Game-Theoretic Perspective. | Jos M. Vidal |
| 2002 | TTree: Tree-Based State Generalization with Temporally Abstract Actions. | William T. B. Uther, Manuela M. Veloso |
| 2002 | Stochastic Simulation of Inherited Kinship-Driven Altruism. | Heather Turner, Dimitar Kazakov |