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» Hierarchical Decision Making by Autonomous Agents
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MATES
2009
Springer
13 years 12 months ago
Towards a Taxonomy of Decision Making Problems in Multi-Agent Systems
Abstract. Taxonomies in the area of Multi-Agent Systems (MAS) classify problems according to the underlying principles and assumptions of the agents’ abilities, rationality and i...
Christian Guttmann
HICSS
2008
IEEE
101views Biometrics» more  HICSS 2008»
13 years 11 months ago
Situated Decision Support for Managing Service Level Agreement Negotiations
  In this paper we propose a situated decision support system for efficient negotiating of service  level  agreements  (SLAs)  in  Grids.  Situated  decision...
Rustam M. Vahidov, Dirk Neumann
CI
2006
94views more  CI 2006»
13 years 5 months ago
Against Optimality: Logical Foundations for Decision-Theoretic Planning in Autonomous Agents
This paper investigates decision-theoretic planning in sophisticated autonomous agents operating in environments of real-world complexity. An example might be a planetary rover ex...
John L. Pollock
AGENTS
2001
Springer
13 years 9 months ago
Hierarchical multi-agent reinforcement learning
In this paper, we investigate the use of hierarchical reinforcement learning (HRL) to speed up the acquisition of cooperative multi-agent tasks. We introduce a hierarchical multi-a...
Rajbala Makar, Sridhar Mahadevan, Mohammad Ghavamz...
LPNMR
2007
Springer
13 years 11 months ago
An Application of Defeasible Logic Programming to Decision Making in a Robotic Environment
Decision making models for autonomous agents have received increased attention, particularly in the field of intelligent robots. In this paper we will show how a Defeasible Logic ...
Edgardo Ferretti, Marcelo Errecalde, Alejandro Jav...