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» Scaling Reinforcement Learning toward RoboCup Soccer
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ICML
2001
IEEE
14 years 5 months ago
Scaling Reinforcement Learning toward RoboCup Soccer
Peter Stone, Richard S. Sutton
ROBOCUP
1997
Springer
98views Robotics» more  ROBOCUP 1997»
13 years 9 months ago
Using an Explicit Model of Teamwork in RoboCup-97
Team ISIS ISI Synthetic successfully participated in the rst international RoboCup soccer tournament RoboCup'97 held in Nagoya, Japan, in August 1997. ISIS won the third-p...
Milind Tambe, Jafar Adibi, Yaser Al-Onaizan, Ali E...
KCAP
2005
ACM
13 years 10 months ago
Knowledge transfer via advice taking
We present a framework for knowledge transfer from one reinforcement learning task to a related task through advicetaking mechanisms. We discuss the importance of transfer in comp...
Lisa Torrey, Trevor Walker, Jude W. Shavlik, Richa...
AIIDE
2006
13 years 6 months ago
The Self Organization of Context for Learning in MultiAgent Games
Reinforcement learning is an effective machine learning paradigm in domains represented by compact and discrete state-action spaces. In high-dimensional and continuous domains, ti...
Christopher D. White, Dave Brogan
ATAL
2008
Springer
13 years 6 months ago
A new perspective to the keepaway soccer: the takers
Keepaway is a sub-problem of RoboCup Soccer Simulator in which 'the keepers' try to maintain the possession of the ball, while 'the takers' try to steal the ba...
Atil Iscen, Umut Erogul