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ATAL
2009
Springer
14 years 2 months ago
Theoretic study of distributed graph planning
Jian Feng Zhang, Quoc Bao Vo, Ryszard Kowalczyk
ATAL
2009
Springer
14 years 2 months ago
Planning with continuous resources for agent teams
Many problems of multiagent planning under uncertainty require distributed reasoning with continuous resources and resource limits. Decentralized Markov Decision Problems (Dec-MDP...
Janusz Marecki, Milind Tambe
ATAL
2009
Springer
14 years 2 months ago
Decommitting in multi-agent execution in non-deterministic environment: experimental approach
The process of planning in complex, multi-actor environment depends strongly on the ability of the individual actors to perform intelligent decommitment upon specific changes in ...
Jirí Vokrínek, Antonín Komend...
ATAL
2009
Springer
14 years 2 months ago
Transferring experience in reinforcement learning through task decomposition
Ioannis Partalas, Grigorios Tsoumakas, Konstantino...
ATAL
2009
Springer
14 years 2 months ago
A data-driven simulation of social values evolution
Samer Hassan, Luis Antunes, Juan Pavón
ATAL
2009
Springer
14 years 2 months ago
Optimal solutions for moving target search
Carsten Moldenhauer, Nathan R. Sturtevant
ATAL
2009
Springer
14 years 2 months ago
Agent-based intelligent collaborative care management
The aim of our research is to provide a unified model for the composition and management of consumer care services. We identify design, composition, distribution and management as...
Kumari Wickramasinghe, Christian Guttmann, Michael...
ATAL
2009
Springer
14 years 2 months ago
Generalized model learning for reinforcement learning in factored domains
Improving the sample efficiency of reinforcement learning algorithms to scale up to larger and more realistic domains is a current research challenge in machine learning. Model-ba...
Todd Hester, Peter Stone