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AIPS
2004
15 years 1 months ago
Conformant Planning via Heuristic Forward Search: A New Approach
Conformant planning is the task of generating plans given uncertainty about the initial state and action effects, and without any sensing capabilities during plan execution. The p...
Ronen I. Brafman, Jörg Hoffmann
GECCO
2008
Springer
137views Optimization» more  GECCO 2008»
15 years 23 days ago
Evolutionary path planner for UAVs in realistic environments
This paper presents a path planner for Unmanned Air Vehicles (UAVs) based on Evolutionary Algorithms (EA) that can be used in realistic risky scenarios. The path returned by the a...
Jesús Manuel de la Cruz, Eva Besada-Portas,...
ECAI
2010
Springer
14 years 12 months ago
Brothers in Arms? On AI Planning and Cellular Automata
AI Planning is concerned with the selection of actions towards achieving a goal. Research on cellular automata (CA) is concerned with the question how global behaviours arise from ...
Jörg Hoffmann, Nazim Fatès, Héc...
ICRA
2008
IEEE
157views Robotics» more  ICRA 2008»
15 years 6 months ago
Impact of workspace decompositions on discrete search leading continuous exploration (DSLX) motion planning
Abstract— We have recently proposed DSLX, a motion planner that significantly reduces the computational time for solving challenging kinodynamic problems by interleaving continu...
Erion Plaku, Lydia E. Kavraki, Moshe Y. Vardi
ECP
1999
Springer
190views Robotics» more  ECP 1999»
15 years 4 months ago
Probabilistic Planning in the Graphplan Framework
We consider the problem of planning optimally in potentially concurrent probabilistic domains: actions have probabilistic effects and may execute in parallel under certain conditi...
Avrim Blum, John Langford