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» GOAL as a Planning Formalism
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FLAIRS
2008
15 years 2 months ago
Tractable Class of a Problem of Goal Satisfaction in Mutual Exclusion Network
In this paper we describe a class of a problem of goal satisfaction in mutual exclusion network that can be solved in polynomial time. This problem provides a common basis for rea...
Pavel Surynek
IAT
2007
IEEE
15 years 3 months ago
A Unified Framework Based on HTN and POP Approaches for Multi-Agent Planning
The purpose of this paper is to introduce a multi-agent model for plan synthesis in which the production of a global shared plan is based on a promising unified framework based on...
Damien Pellier, Humbert Fiorino
IJCAI
1989
15 years 29 days ago
Using and Refining Simplifications: Explanation-Based Learning of Plans in Intractable Domains
This paper describes an explanation-based approach lo learning plans despite a computationally intractable domain theory. In this approach, the system learns an initial plan using...
Steve A. Chien
AI
1999
Springer
14 years 11 months ago
Introspective Multistrategy Learning: On the Construction of Learning Strategies
A central problem in multistrategy learning systems is the selection and sequencing of machine learning algorithms for particular situations. This is typically done by the system ...
Michael T. Cox, Ashwin Ram
AIPS
2000
15 years 1 months ago
Distance-Based Goal-Ordering Heuristics for Graphplan
We will discuss the shortcomings of known variable and value ordering strategies for Graphplan's backward search phase, and propose a novel strategy that is based on a notion...
Subbarao Kambhampati, Romeo Sanchez Nigenda