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Open AccessJournal Article

Maintaining knowledge about temporal intervals

James F. Allen
- 01 Mar 1991 - 
- pp 248-259
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TLDR
An interval-based temporal logic is introduced, together with a computationally effective reasoning algorithm based on constraint propagation, which is notable in offering a delicate balance between space and time.
Abstract
An interval-based temporal logic is introduced, together with a computationally effective reasoning algorithm based on constraint propagation. This system is notable in offering a delicate balance between

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References
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Some philosophical problems from the standpoint of artificial intelligence

TL;DR: In this paper, the authors consider the problem of reasoning about whether a strategy will achieve a goal in a deterministic world and present a method to construct a sentence of first-order logic which will be true in all models of certain axioms if and only if a certain strategy can achieve a certain goal.
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A truth maintenance system

TL;DR: The need of problem solvers to choose between alternative systems of beliefs is stressed, and a mechanism by which a problem solver can employ rules guiding choices of what to believe, what to want, and what to do is outlined.
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A Structure for Plans and Behavior

TL;DR: Progress to date in the ability of a computer system to understand and reason about actions is described, and the structure of a plan of actions is as important for problem solving and execution monitoring as the nature of the actions themselves.
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A Sufficient Condition for Backtrack-Free Search

TL;DR: A relationship involving the structure of the constraints is described which characterizes to some degree the extreme case of mimmum backtracking and a concept called "width," which may provide some guidance in the representation of constraint satisfaction problems and the order in which they are searched.

A Temporal Logic for Reasoning about Processes and Plans.

TL;DR: A common disclaimer by an AI author is that he has neglected temporal considerations to avoid complication; the implication is nearly made that adding a temporal dimension to the research would be a familiar but tedious exercise that would obscure the new material presented by the author.