| 2012 | Just add Pepper: extending learning algorithms for repeated matrix games to repeated Markov games. | Jacob W. Crandall |
| 2012 | Shaping fitness functions for coevolving cooperative multiagent systems. | Mitchell K. Colby, Kagan Tumer |
| 2012 | Automatic task decomposition and state abstraction from demonstration. | Luis C. Cobo, Charles Lee Isbell Jr., Andrea Lockerd Thomaz |
| 2012 | CALU: collision avoidance with localization uncertainty (demonstration). | Daniel Claes, Daniel Hennes, Wim Meeussen, Karl Tuyls |
| 2012 | Segregation in swarms of e-puck robots based on the Brazil nut effect. | Jianing Chen, Melvin Gauci, Michael J. Price, Roderich Gro |
| 2012 | Opinion convergence in agent networks. | Sreerupa Chatterjee, Alexander Ruff, Sandip Sen |
| 2012 | Coalitional stability in structured environments. | Georgios Chalkiadakis, Evangelos Markakis, Nicholas R. Jennings |
| 2012 | Learning in a small world. | Arun Tejasvi Chaganty, Prateek Gaur, Balaraman Ravindran |
| 2012 | Merging multiple information sources in federated sponsored search auctions. | Sofia Ceppi, Enrico H. Gerding, Nicola Gatti |
| 2012 | Efficient crowdsourcing contests. | Ruggiero Cavallo, Shaili Jain |
| 2012 | An agent-based annotation model for narrative media. | Mario Cataldi, Rossana Damiano, Vincenzo Lombardo, Antonio Pizzo |
| 2012 | The "resource" approach to emotion. | Sabrina Campano, Nicolas Sabouret, Etienne de Sevin, Vincent Corruble |
| 2012 | SimAnalyzer: automated description of groups dynamics in agent-based simulations. | Philippe Caillou, Javier Gil Quijano |
| 2012 | Sub-delegation and trust. | Chris Burnett, Nir Oren |
| 2012 | Bayes-optimal reinforcement learning for discrete uncertainty domains. | Emma Brunskill |
| 2012 | Multi-objective optimization for security games. | Matthew Brown, Bo An, Christopher Kiekintveld, Fernando Ordez, Milind Tambe |
| 2012 | Strong mitigation: nesting search for good policies within search for good reward. | Jeshua Bratman, Satinder Singh, Jonathan Sorg, Richard L. Lewis |
| 2012 | Property-driven design for swarm robotics. | Manuele Brambilla, Carlo Pinciroli, Mauro Birattari, Marco Dorigo |
| 2012 | Eliciting forecasts from self-interested experts: scoring rules for decision makers. | Craig Boutilier |
| 2012 | Finding new consequences of an observation in a system of agents. | Gauvain Bourgne, Katsumi Inoue, Nicolas Maudet |
| 2012 | Automatic verification of epistemic specifications under convergent equational theories. | Ioana Boureanu, Andrew V. Jones, Alessio Lomuscio |
| 2012 | Reinforcement learning transfer via sparse coding. | Haitham Bou-Ammar, Karl Tuyls, Matthew E. Taylor, Kurt Driessens, Gerhard Weiss |
| 2012 | Quantifying disagreement in argument-based reasoning. | Richard Booth, Martin Caminada, Mikolaj Podlaszewski, Iyad Rahwan |
| 2012 | Knowing each other in argumentation-based negotiation. | Elise Bonzon, Yannis Dimopoulos, Pavlos Moraitis |
| 2012 | Metamodel-based metrics for agent-oriented methodologies. | Nolie Bonjean, Marie-Pierre Gleizes, Antonio Chella, Frdric Migeon, Massimo Cossentino, Valeria Seidita |