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» Reviving Partial Order Planning
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KR
1992
Springer
15 years 1 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
15 years 2 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
15 years 3 months 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
15 years 1 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
15 years 1 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