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» A lookahead strategy for solving large planning problems
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AAAI
2010
14 years 11 months ago
PUMA: Planning Under Uncertainty with Macro-Actions
Planning in large, partially observable domains is challenging, especially when a long-horizon lookahead is necessary to obtain a good policy. Traditional POMDP planners that plan...
Ruijie He, Emma Brunskill, Nicholas Roy
CPAIOR
2006
Springer
15 years 1 months ago
An Efficient Hybrid Strategy for Temporal Planning
Temporal planning (TP) is notoriously difficult because it requires to solve a propositional STRIPS planning problem with temporal constraints. In this paper, we propose an efficie...
Zhao Xing, Yixin Chen, Weixiong Zhang
EWCBR
2008
Springer
14 years 11 months ago
Situation Assessment for Plan Retrieval in Real-Time Strategy Games
Case-Based Planning (CBP) is an effective technique for solving planning problems that has the potential to reduce the computational complexity of the generative planning approache...
Kinshuk Mishra, Santiago Ontañón, As...
ICRA
2009
IEEE
152views Robotics» more  ICRA 2009»
15 years 4 months ago
Reachability-guided sampling for planning under differential constraints
— Rapidly-exploring Random Trees (RRTs) are widely used to solve large planning problems where the scope prohibits the feasibility of deterministic solvers, but the efficiency o...
Alexander C. Shkolnik, Matthew Walter, Russ Tedrak...
ICTAI
2008
IEEE
15 years 4 months ago
A General Technique for Plan Repair
In real world we have to deal with changing situations which may partially or entirely invalidate an executable plan. Current strategies for plan repair are basically aimed at sol...
Marlene Arangú, Antonio Garrido, Eva Onaind...