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ATAL
2005
Springer
15 years 11 months ago
A polynomial algorithm for decentralized Markov decision processes with temporal constraints
One of the difficulties to adapt MDPs for the control of cooperative multi-agent systems, is the complexity issued from Decentralized MDPs. Moreover, existing approaches can not ...
Aurélie Beynier, Abdel-Illah Mouaddib
IAT
2006
IEEE
16 years 1 days ago
Multi-Agent Coordination and Cooperation through Classical Planning
Multi-agent planning is a fundamental problem in multiagent systems that has acquired a variety of meanings in the relative literature. In this paper we focus on a setting where m...
Yannis Dimopoulos, Pavlos Moraitis
GECCO
2007
Springer
181views Optimization» more  GECCO 2007»
15 years 10 months ago
Learning recursive programs with cooperative coevolution of genetic code mapping and genotype
The Probabilistic Adaptive Mapping Developmental Genetic Programming (PAM DGP) algorithm that cooperatively coevolves a population of adaptive mappings and associated genotypes is...
Garnett Carl Wilson, Malcolm I. Heywood
AI
1999
Springer
15 years 5 months ago
Emergent Cooperative Goal-Satisfaction in Large Scale Automated-Agent Systems
Cooperation among autonomous agents has been discussed in the DAI community for several years. Papers about cooperation 6,45 , negotiation 33 , distributed planning 5 , and coalit...
Onn Shehory, Sarit Kraus, Osher Yadgar
GECCO
2009
Springer
113views Optimization» more  GECCO 2009»
16 years 17 days ago
Environmental robustness in multi-agent teams
Evolution has proven to be an effective method of training heterogeneous multi-agent teams of autonomous agents to explore unknown environments. Autonomous, heterogeneous agents ...
Terence Soule, Robert B. Heckendorn