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132
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ATAL
2003
Springer
15 years 8 months ago
A selection-mutation model for q-learning in multi-agent systems
Although well understood in the single-agent framework, the use of traditional reinforcement learning (RL) algorithms in multi-agent systems (MAS) is not always justified. The fe...
Karl Tuyls, Katja Verbeeck, Tom Lenaerts
ECBS
2008
IEEE
110views Hardware» more  ECBS 2008»
15 years 10 months ago
Goal-Based Modeling of Dynamically Adaptive System Requirements
Self-adaptation is emerging as an increasingly important capability for many applications, particularly those deployed in dynamically changing environments, such as ecosystem moni...
Heather Goldsby, Peter Sawyer, Nelly Bencomo, Bett...
136
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HCI
2007
15 years 4 months ago
Incorporating User Centered Requirement Engineering into Agile Software Development
Agile Software Engineering approaches gain more and more popularity in today’s development organizations. The need for usable products is also a growing factor for organizations....
Markus Düchting, Dirk Zimmermann, Karsten Neb...
132
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FGCN
2007
IEEE
119views Communications» more  FGCN 2007»
15 years 9 months ago
A Novel Adaptive Load Shedding Scheme for Data Stream Processing
In this paper, we present a novel feedback control-based load shedding scheme for data stream processing. Firstly we apply system identification to establish a dynamic model to de...
Yunyi Zhang, Chongzheng Huang, Deyun Zhang
140
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JIRS
1998
100views more  JIRS 1998»
15 years 3 months ago
Reactive Robots in the Service of Production Management
In this paper, we advocate the use of reactive robots in industrial process control and production management. It is explained why reactive robots are well-suited to modern industr...
Elpida Tzafestas