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DSS
2006
95views more  DSS 2006»
13 years 7 months ago
On the computability of agent-based workflows
Workflow research is commonly concerned with optimization, modeling, and dependency. In this research, we however address a more fundamental issue. By modeling humans and machines...
Wai Yin Mok, Prashant Palvia, David Paper
IJRR
2008
106views more  IJRR 2008»
13 years 7 months ago
Cooperative Cleaners: A Study in Ant Robotics
Abstract. In the world of living creatures, "simple minded" animals often cooperate to achieve common goals with amazing performance. One can consider this idea in the co...
Israel A. Wagner, Yaniv Altshuler, Vladimir Yanovs...
KI
2008
Springer
13 years 7 months ago
Repairing Decision-Theoretic Policies Using Goal-Oriented Planning
In this paper we address the problem of how decision-theoretic policies can be repaired. This work is motivated by observations made in robotic soccer where decisiontheoretic polic...
Christoph Mies, Alexander Ferrein, Gerhard Lakemey...
ICFEM
2010
Springer
13 years 6 months ago
A Methodology for Automatic Diagnosability Analysis
We present an algorithm based on temporal-epistemic model checking combined with fault injection to analyse automatically the diagnosability of faults by agents in the system. We d...
Jonathan Ezekiel, Alessio Lomuscio
ICMLA
2009
13 years 5 months ago
Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs
Abstract--Feature selection is an important challenge in machine learning. Unfortunately, most methods for automating feature selection are designed for supervised learning tasks a...
Mark Kroon, Shimon Whiteson