Machine intelligence 14
Graphical Models for Game Theory
UAI '01 Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence
Marginal contribution nets: a compact representation scheme for coalitional games
Proceedings of the 6th ACM conference on Electronic commerce
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
A formalization of equilibria for multiagent planning
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
Heuristic multiagent planning with self-interested agents
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 3
A Plan Based Coalition Formation Model for Multi-agent Systems
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
Manipulating boolean games through communication
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume One
Proof systems and transformation games
Annals of Mathematics and Artificial Intelligence
On the complexity of planning for agent teams and its implications for single agent planning
Artificial Intelligence
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We introduce planning games, a study of interactions of self-motivated agents in automated planning settings. Planning games extend STRIPS-like models of single-agent planning to systems of multiple self-interested agents, providing a rich class of structured games that capture subtle forms of local interactions. We consider two basic models of planning games and adapt game-theoretic solution concepts to these models. In both models, agents may need to cooperate in order to achieve their goals, but are assumed to do so only in order to increase their net benefit. For each model we study the computational problem of finding a stable solution and provide efficient algorithms for systems exhibiting acyclic interaction structure.