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41
Voted
ATAL
2009
Springer
15 years 7 months ago
Theoretic study of distributed graph planning
Jian Feng Zhang, Quoc Bao Vo, Ryszard Kowalczyk
ATAL
2009
Springer
15 years 7 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
73
Voted
ATAL
2009
Springer
15 years 7 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
15 years 7 months ago
Transferring experience in reinforcement learning through task decomposition
Ioannis Partalas, Grigorios Tsoumakas, Konstantino...
ATAL
2009
Springer
15 years 7 months ago
A data-driven simulation of social values evolution
Samer Hassan, Luis Antunes, Juan Pavón
ATAL
2009
Springer
15 years 7 months ago
Optimal solutions for moving target search
Carsten Moldenhauer, Nathan R. Sturtevant
94
Voted
ATAL
2009
Springer
15 years 7 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...
105
Voted
ATAL
2009
Springer
15 years 7 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
ATAL
2009
Springer
15 years 7 months ago
A property-based approach for characterizing goals
Lars Braubach, Alexander Pokahr