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ECML
2005
Springer
15 years 5 months ago
Using Advice to Transfer Knowledge Acquired in One Reinforcement Learning Task to Another
We present a method for transferring knowledge learned in one task to a related task. Our problem solvers employ reinforcement learning to acquire a model for one task. We then tra...
Lisa Torrey, Trevor Walker, Jude W. Shavlik, Richa...
IEAAIE
2005
Springer
15 years 5 months ago
Movement Prediction from Real-World Images Using a Liquid State Machine
Prediction is an important task in robot motor control where it is used to gain feedback for a controller. With such a self-generated feedback, which is available before sensor rea...
Harald Burgsteiner, Mark Kröll, Alexander Leo...
ROBOCUP
2005
Springer
91views Robotics» more  ROBOCUP 2005»
15 years 5 months ago
Gaze Direction Determination of Opponents and Teammates in Robot Soccer
Gaze direction determination of opponents and teammates is a very important ability for any soccer player, human or robot. However, this ability is still not developed in any of th...
Patricio Loncomilla, Javier Ruiz-del-Solar
ROBOCUP
2005
Springer
155views Robotics» more  ROBOCUP 2005»
15 years 5 months ago
An Application Interface for UCHILSIM and the Arrival of New Challenges
UCHILSIM is a robot simulator recently introduced in the RoboCup Four Legged League. A main attractive of the simulator is the possibility of reproducing with accuracy the dynamica...
Juan Cristóbal Zagal, Iván Sarmiento...
ROBOCUP
2004
Springer
94views Robotics» more  ROBOCUP 2004»
15 years 5 months ago
Optic Flow Based Skill Learning for a Humanoid to Trap, Approach to, and Pass a Ball
Generation of a sequence of behaviors is necessary for the RoboCup Humanoid league to realize not simply a individual robot performance but also cooperative ones between robots. A ...
Masaki Ogino, Masaaki Kikuchi, Jun'ichiro Ooga, Ma...