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» Expertness based cooperative Q-learning
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ICRA
2002
IEEE
133views Robotics» more  ICRA 2002»
13 years 10 months ago
The Necessity of Average Rewards in Cooperative Multirobot Learning
Learning can be an effective way for robot systems to deal with dynamic environments and changing task conditions. However, popular singlerobot learning algorithms based on discou...
Poj Tangamchit, John M. Dolan, Pradeep K. Khosla
TSMC
2002
136views more  TSMC 2002»
13 years 4 months ago
Expertness based cooperative Q-learning
By using other agents' experiences and knowledge, a learning agent may learn faster, make fewer mistakes, and create some rules for unseen situations. These benefits would be ...
Majid Nili Ahmadabadi, Masoud Asadpour
IJON
2006
62views more  IJON 2006»
13 years 5 months ago
A novel mixture of experts model based on cooperative coevolution
Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
ICAISC
2004
Springer
13 years 10 months ago
Requirements and Solutions for Web-Based Expert System
The advent of the Internet has strongly influenced modern software systems. Existing intranet solutions are being gradually replaced with www services available everywhere and at ...
Maciej Grzenda, Marcin Niemczak
IROS
2007
IEEE
148views Robotics» more  IROS 2007»
13 years 11 months ago
Tractable probabilistic models for intention recognition based on expert knowledge
— Intention recognition is an important topic in human-robot cooperation that can be tackled using probabilistic model-based methods. A popular instance of such methods are Bayes...
Oliver C. Schrempf, David Albrecht, Uwe D. Hanebec...