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» Heuristics for Planning with Action Costs
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AGENTS
2000
Springer
13 years 12 months ago
A comparison of coordinated planning methods for cooperating rovers
This paper describes and evaluates three methods for coordinating multiple agents. These agents interact in two ways. First, they are able to work together to achieve a common poo...
Steve A. Chien, Anthony Barrett, Tara A. Estlin, G...
UAI
2003
13 years 9 months ago
Symbolic Generalization for On-line Planning
Symbolic representations have been used successfully in off-line planning algorithms for Markov decision processes. We show that they can also improve the performance of online p...
Zhengzhu Feng, Eric A. Hansen, Shlomo Zilberstein
AIPS
2010
13 years 7 months ago
A New Approach to Conformant Planning Using CNF*
In this paper, we develop a heuristic, progression based conformant planner, called CNF, which represents belief states by a special type of CNF formulae, called CNF-states. We de...
Son Thanh To, Tran Cao Son, Enrico Pontelli
ICTAI
2003
IEEE
14 years 24 days ago
S-MEP: A Planner for Numeric Goals
Planning for numeric goals is an important problem. Only one of the many participants from the 2002 international planning competition (Metric-FF) can effectively handle problems ...
Javier Sanchez, Amol Dattatraya Mali
JAIR
2008
130views more  JAIR 2008»
13 years 7 months ago
Online Planning Algorithms for POMDPs
Partially Observable Markov Decision Processes (POMDPs) provide a rich framework for sequential decision-making under uncertainty in stochastic domains. However, solving a POMDP i...
Stéphane Ross, Joelle Pineau, Sébast...