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» Scaling Reinforcement Learning toward RoboCup Soccer
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ICML
2001
IEEE
14 years 6 months ago
Scaling Reinforcement Learning toward RoboCup Soccer
Peter Stone, Richard S. Sutton
ROBOCUP
1997
Springer
98views Robotics» more  ROBOCUP 1997»
13 years 10 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 11 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 7 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 7 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