Planning in probabilistic domains using a deterministic numeric planner

S. Jimenez; A.I. Coles; A.J. Smith

Planning in probabilistic domains using a deterministic numeric planner

S. Jimenez, A.I. Coles, A.J. Smith

Research output: Contribution to conference › Paper › peer-review

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Abstract

In the probabilistic track of the IPC5 - the last International planning competitions - a probabilistic planner based on combining deterministic planning with replanning - FF-REPLAN - out performed the other competitors. This probabilistic planning paradigm discarded the probabilistic information of the domain, just considering for each action its nominal effect as a deterministic effect.

Original language	English
Publication status	Published - 2006
Event	25th Workshop of the UK Planning and Scheduling Special Interest Group - Nottingham, United Kingdom Duration: 14 Dec 2006 → 15 Dec 2006

Conference

Conference	25th Workshop of the UK Planning and Scheduling Special Interest Group
Abbreviated title	PlanSIG 2006
Country/Territory	United Kingdom
City	Nottingham
Period	14/12/06 → 15/12/06

Keywords

planning domains
numeric planner
artificial intelligence
probability

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title = "Planning in probabilistic domains using a deterministic numeric planner",

abstract = "In the probabilistic track of the IPC5 - the last International planning competitions - a probabilistic planner based on combining deterministic planning with replanning - FF-REPLAN - out performed the other competitors. This probabilistic planning paradigm discarded the probabilistic information of the domain, just considering for each action its nominal effect as a deterministic effect.",

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author = "S. Jimenez and A.I. Coles and A.J. Smith",

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language = "English",

note = "25th Workshop of the UK Planning and Scheduling Special Interest Group, PlanSIG 2006 ; Conference date: 14-12-2006 Through 15-12-2006",

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T1 - Planning in probabilistic domains using a deterministic numeric planner

AU - Jimenez, S.

AU - Coles, A.I.

AU - Smith, A.J.

PY - 2006

Y1 - 2006

N2 - In the probabilistic track of the IPC5 - the last International planning competitions - a probabilistic planner based on combining deterministic planning with replanning - FF-REPLAN - out performed the other competitors. This probabilistic planning paradigm discarded the probabilistic information of the domain, just considering for each action its nominal effect as a deterministic effect.

AB - In the probabilistic track of the IPC5 - the last International planning competitions - a probabilistic planner based on combining deterministic planning with replanning - FF-REPLAN - out performed the other competitors. This probabilistic planning paradigm discarded the probabilistic information of the domain, just considering for each action its nominal effect as a deterministic effect.

KW - planning domains

KW - numeric planner

KW - artificial intelligence

KW - probability

UR - http://www.cs.nott.ac.uk/~rxq/PlanSIG/PlanSIG06.htm

UR - http://www.cs.nott.ac.uk/~rxq/PlanSIG/sergio.pdf

M3 - Paper

T2 - 25th Workshop of the UK Planning and Scheduling Special Interest Group

Y2 - 14 December 2006 through 15 December 2006

ER -

Planning in probabilistic domains using a deterministic numeric planner

Abstract

Conference

Keywords

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