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An Analysis of Time-Dependent Planning
TLDR
This paper presents a framework for exploring issues in time-dependent planning: planning in which time available to respond to predicted events varies, and the decision making required to formulate effective responses is complex. Expand
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Deliberation Scheduling for Problem Solving in Time-Constrained Environments
TLDR
This paper describes an approach to designing systems that are capable of taking their own computational resources into consideration during planning and problem solving by using expectations about the performance of decision-making procedures and preferences over the outcomes resulting from applying those procedures. Expand
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Solving Time-Dependent Planning Problems
TLDR
We are interested in constructing solutions to time-dependent planning problems: problems in which time spent planning affects the utility of the system''s performance. Expand
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Reasoning About Partially Ordered Events
TLDR
This paper describes a class of temporal reasoning problems involving events whose order is not completely known and provides a partial decision procedure that reports useful results and runs in polynomial time. Expand
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Expressive Planning and Explicit Knowledge
TLDR
We are concerned with the implications and interactions of three common expressive extensions to classical planning: conditional plans, context-dependent actions, and nondeterministic action outcomes. Expand
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Coordinated Plan Management Using Multiagent MDPs
TLDR
Multi-agent Markov-decision process techniques for distributed plan management for the DARPA COORDINATORs problem . Expand
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Solving Time-Dependent Problems: A Decision-Theoretic Approach to Planning in Dynamic Environments
TLDR
We have developed a framework for doing deliberation scheduling called ``expectation-driven iterative refinement''''. Expand
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Course of Action Generation for Cyber Security Using Classical Planning
TLDR
We report on the results of applying classical planning techniques to the problem of analyzing computer network vulnerabilities. Expand
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Anytime Problem Solving Using Dynamic Programming
TLDR
In previous work, we have advocated explicitly scheduling computation time for planning and problem solving (deliberation) using a framework called expectation-driven iterative refinement. Expand
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Temporal reasoning for planning and scheduling
TLDR
We briefly describe the current implementation of the Time Map Manager (TMM), followed by a description of the system's suitability for and application to planning and scheduling tasks. Expand
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