Intention is Choice with Commitment

@inproceedings{Cohen1990IntentionIC,
  title={Intention is Choice with Commitment},
  author={Philip R. Cohen and Hector J. Levesque},
  booktitle={Artif. Intell.},
  year={1990}
}

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References

SHOWING 1-10 OF 60 REFERENCES

Two Faces of Intention

We do things intentionally, and we intend to do things. Our commonsense psychology uses the notion of intention to characterize both our actions and our mental states: I might intentionally start my

A Commitment-Based Framework for Describing Informal Cooperative Work

TLDR
Standard models of cooperative work in informal domains such as an office are argued to be inadequate for describing the adaptibility and variabil ity observed in offices, and are fundamentally misleading as metaphors for understanding the skills and knowledge needed by computers or people to do the work.

Elements of a Plan-Based Theory of Speech Acts

This paper explores the truism that people think about what they say. It proposes hat, to satisfy their own goals, people often plan their speech acts to affect their listeners' beliefs, goals, and

Belief, Awareness, and Limited Reasoning: Preliminary Report

TLDR
In these logics, the set of beliefs of an agent does not necessarily contain all valid formulas, which makes them more suitable than traditional logics for modelling beliefs of humans (or machines) with limited reasoning capabilities.

Experimental Robot Psychology

Abstract : In this paper I argue that an intentional methodology is appropriate in the design of robot agents in cooperative planning domains - at least in those domains that are sufficiently

Towards a General Theory of Action and Time

Inferring domain plans in question-answering

TLDR
A model of plan inference in conversation that distinguishes between the beliefs of the questioner and the belief of the respondent is presented, and several types of invalidities are defined, relating each to a particular type of belief discrepancy.

A First-Order Formalization of Knowledge and Action for a Multiagent Planning System.

TLDR
An alternative formalism for reasoning about knowledge, belief, and action is developed and it is shown how this formalism can be used to deal with several well-known problems, and then described how it could be used by a plan constructing system.

Rational interaction: cooperation among intelligent agents

TLDR
This dissertation describes a framework for interacting intelligent agents, and explores strategies of interaction among intelligent agents using a formalism that removes some serious restrictions that underlie previous research in distributed artificial intelligence.

A Guide to the Modal Logics of Knowledge and Belief: Preliminary Draft

TLDR
The possible-worlds semantics for propositional logics of knowledge and belief is reviewed and it is shown that while the problem of deciding satisfiability of an S5 formula with one knower is NP-complete, the problem for many knowers is PSPACE-complete.
...