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» Learning humanoid reaching tasks in dynamic environments
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99
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NIPS
2008
14 years 11 months ago
Using Bayesian Dynamical Systems for Motion Template Libraries
Motor primitives or motion templates have become an important concept for both modeling human motor control as well as generating robot behaviors using imitation learning. Recent ...
Silvia Chiappa, Jens Kober, Jan Peters
IROS
2007
IEEE
146views Robotics» more  IROS 2007»
15 years 3 months ago
Capturing robot workspace structure: representing robot capabilities
— Humans have at some point learned an abstraction of the capabilities of their arms. By just looking at the scene they can decide which places or objects they can easily reach a...
Franziska Zacharias, Christoph Borst, Gerd Hirzing...
AAAI
2008
14 years 12 months ago
Spatial Scaffolding for Sociable Robot Learning
Spatial scaffolding is a naturally occurring human teaching behavior, in which teachers use their bodies to spatially structure the learning environment to direct the attention of...
Cynthia Breazeal, Matt Berlin
84
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ATAL
2008
Springer
14 years 11 months ago
Transfer of task representation in reinforcement learning using policy-based proto-value functions
Reinforcement Learning research is traditionally devoted to solve single-task problems. Therefore, anytime a new task is faced, learning must be restarted from scratch. Recently, ...
Eliseo Ferrante, Alessandro Lazaric, Marcello Rest...
EUSFLAT
2007
132views Fuzzy Logic» more  EUSFLAT 2007»
14 years 11 months ago
Towards to Automatic Tactics' Analysis in Soccer
One of the main problems in soccer is to coordinate in real time scale collective behavior of team members, who solve a common task by solving individual tasks. The specificity of...
Alexey N. Averkin, Anton Gusev, Mikhail Shestakov