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» Reviving Partial Order Planning
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KR
1992
Springer
13 years 10 months ago
UCPOP: A Sound, Complete, Partial Order Planner for ADL
We describe the ucpop partial order planning algorithm which handles a subset of Pednault's ADL action representation. In particular, ucpop operates with actions that have co...
J. Scott Penberthy, Daniel S. Weld
PAAMS
2010
Springer
13 years 11 months ago
An UCT Approach for Anytime Agent-Based Planning
In this paper, we introduce a new heuristic search algorithm based on mean values for anytime planning, called MHSP. It consists in associating the principles of UCT, a bandit-base...
Damien Pellier, Bruno Bouzy, Marc Métivier
ICTAI
2005
IEEE
14 years 10 days ago
Subgoal Ordering and Granularity Control for Incremental Planning
In this paper, we study strategies in incremental planning for ordering and grouping subproblems partitioned by the subgoals of a planning problem when each subproblem is solved b...
Chih-Wei Hsu, Yixin Chen
IAT
2007
IEEE
13 years 10 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
ICTAI
2000
IEEE
13 years 10 months ago
Building efficient partial plans using Markov decision processes
Markov Decision Processes (MDP) have been widely used as a framework for planning under uncertainty. They allow to compute optimal sequences of actions in order to achieve a given...
Pierre Laroche