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ER
2004
Springer
139views Database» more  ER 2004»
15 years 11 months ago
A Sociological Framework for Multi-agent Systems Validation and Verification
Social and intentional behaviours appear as two main components of the agent paradigm. Methods of conventional software engineering do not seem to be appropriate to gain a full kno...
Rubén Fuentes, Jorge J. Gómez-Sanz, ...
AAAI
2012
13 years 8 months ago
Competing with Humans at Fantasy Football: Team Formation in Large Partially-Observable Domains
We present the first real-world benchmark for sequentiallyoptimal team formation, working within the framework of a class of online football prediction games known as Fantasy Foo...
Tim Matthews, Sarvapali D. Ramchurn, Georgios Chal...
ATAL
2007
Springer
15 years 10 months ago
Interactive dynamic influence diagrams
This paper extends the framework of dynamic influence diagrams (DIDs) to the multi-agent setting. DIDs are computational representations of the Partially Observable Markov Decisio...
Kyle Polich, Piotr J. Gmytrasiewicz
AOSE
2008
Springer
15 years 8 months ago
Experimental Evaluation of Ontology-Based Test Generation for Multi-agent Systems
Abstract. Software agents are a promising technology for today's complex, distributed systems. Methodologies and techniques that address testing and reliability of multi agent...
Cu D. Nguyen, Anna Perini, Paolo Tonella
AAMAS
2007
Springer
15 years 6 months ago
Shaping multi-agent systems with gradient reinforcement learning
An original Reinforcement Learning (RL) methodology is proposed for the design of multi-agent systems. In the realistic setting of situated agents with local perception, the task o...
Olivier Buffet, Alain Dutech, François Char...