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» Localizing Planning with Functional Process Models
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EVOW
2010
Springer
15 years 6 months ago
Investigating the Local-Meta-Model CMA-ES for Large Population Sizes
For many real-life engineering optimization problems, the cost of one objective function evaluation can take several minutes or hours. In this context, a popular approach to reduce...
Zyed Bouzarkouna, Anne Auger, Didier Yu Ding
ATAL
2010
Springer
15 years 29 days ago
Risk-sensitive planning in partially observable environments
Partially Observable Markov Decision Process (POMDP) is a popular framework for planning under uncertainty in partially observable domains. Yet, the POMDP model is riskneutral in ...
Janusz Marecki, Pradeep Varakantham
AIIA
2007
Springer
15 years 1 months ago
Plan Diagnosis and Agent Diagnosis in Multi-agent Systems
Abstract. The paper discusses a distributed approach for monitoring and diagnosing the execution of a plan where concurrent actions are performed by a team of cooperating agents. T...
Roberto Micalizio, Pietro Torasso
ICTAI
1996
IEEE
15 years 4 months ago
Incremental Markov-Model Planning
This paper presents an approach to building plans using partially observable Markov decision processes. The approach begins with a base solution that assumes full observability. T...
Richard Washington
ISER
2000
Springer
136views Robotics» more  ISER 2000»
15 years 3 months ago
Autonomous Rover Navigation on Unknown Terrains Functions and Integration
: Autonomous long range navigation in partially known planetary-like terrain is an open challenge for robotics. Navigating several hundreds of meters without any human intervention...
Simon Lacroix, Anthony Mallet, David Bonnafous, G&...