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» Modeling plan coordination in multiagent decision processes
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ATAL
2008
Springer
15 years 1 months ago
Reinforcement learning for DEC-MDPs with changing action sets and partially ordered dependencies
Decentralized Markov decision processes are frequently used to model cooperative multi-agent systems. In this paper, we identify a subclass of general DEC-MDPs that features regul...
Thomas Gabel, Martin A. Riedmiller
NN
2006
Springer
14 years 11 months ago
Hold your horses: A dynamic computational role for the subthalamic nucleus in decision making
The basal ganglia (BG) coordinate decision making processes by facilitating adaptive frontal motor commands while suppressing others. In previous work, neural network simulations ...
Michael J. Frank
ECOOPW
2003
Springer
15 years 5 months ago
Modeling Variability for Object-Oriented Product Lines
The concept of a software product line is a promising approach for increasing planned reusability in industry. For planning future requirements, the integration of domain analysis ...
Matthias Riebisch, Detlef Streitferdt, Ilian Pasho...
AIPS
2003
15 years 1 months ago
Recommendation as a Stochastic Sequential Decision Problem
Recommender systems — systems that suggest to users in e-commerce sites items that might interest them — adopt a static view of the recommendation process and treat it as a pr...
Ronen I. Brafman, David Heckerman, Guy Shani
IJRR
2006
126views more  IJRR 2006»
14 years 11 months ago
Market-based Multirobot Coordination for Complex Tasks
Current technological developments and application-driven demands are bringing us closer to the realization of autonomous multirobot systems performing increasingly complex missio...
Robert Zlot, Anthony Stentz