Intention is choice with commitment
Artificial Intelligence
Collaborative plans for complex group action
Artificial Intelligence
A Logic of Relative Desire (Preliminary Report)
ISMIS '91 Proceedings of the 6th International Symposium on Methodologies for Intelligent Systems
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 2
A representationalist theory of intention
IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 1
Asymmetry thesis and side-effect problems in linear-time and branching-time intention logics
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 1
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Although there has been much work on the logical formulation of intention, only little attention has been paid on the close relationship between intentions and preferences of an agent. As a result, the previous work cannot properly treat reasoning with information about preferences. In this paper, we investigate a preference-based approach to the logic of intention. Based on an intuition that intentions are desirable choices of an agent, we define a notion of intention in terms of the preference order of an agent. The definition is a simple and intuitive one, and intentions satisfy good and interesting properties. Then we apply our logic to the intention recognition problem. Based on our preference-based definition of intention, we give several sufficient conditions on preferences of an agent under which the action-effect heuristic rule is valid. In this way, we demonstrate that our formalism can give a good basis for designing and understanding heuristics and control strategies for them in the intention recognition domain.