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ATAL
2010
Springer
15 years 6 months ago
Point-based backup for decentralized POMDPs: complexity and new algorithms
Decentralized POMDPs provide an expressive framework for sequential multi-agent decision making. Despite their high complexity, there has been significant progress in scaling up e...
Akshat Kumar, Shlomo Zilberstein
ESAW
2008
Springer
15 years 6 months ago
Contribution to the Control of a MAS's Global Behaviour: Reinforcement Learning Tools
Reactive multi-agent systems present global behaviours uneasily linked to their local dynamics. When it comes to controlling such a system, usual analytical tools are difficult to ...
François Klein, Christine Bourjot, Vincent ...
ATAL
2005
Springer
15 years 10 months ago
Reasoning about joint beliefs for execution-time communication decisions
Just as POMDPs have been used to reason explicitly about uncertainty in single-agent systems, there has been recent interest in using multi-agent POMDPs to coordinate teams of age...
Maayan Roth, Reid G. Simmons, Manuela M. Veloso
CAEPIA
2007
Springer
15 years 11 months ago
Mixed Narrative and Dialog Content Planning Based on BDI Agents
There exist various narrative systems, focused on different parts of the complex process of story generation. Some of them are oriented to content planning, and some other to sent...
Carlos León, Samer Hassan, Pablo Gerv&aacut...
ATAL
2008
Springer
15 years 6 months ago
Decentralised Structural Adaptation in Agent Organisations
Abstract. Autonomic computing is being advocated as a tool for maintaining and managing large, complex computing systems. Self-organising multi-agent systems provide a suitable par...
Ramachandra Kota, Nicholas Gibbins, Nicholas R. Je...