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IROS
2008
IEEE
144views Robotics» more  IROS 2008»
14 years 3 months ago
Learning nonparametric policies by imitation
— A long cherished goal in artificial intelligence has been the ability to endow a robot with the capacity to learn and generalize skills from watching a human teacher. Such an ...
David B. Grimes, Rajesh P. N. Rao
ACHI
2009
IEEE
14 years 3 months ago
From Isolation to Communication: A Case Study Evaluation of Robot Assisted Play for Children with Autism with a Minimally Expres
– The general context of the work presented in this paper is assistive robotics with our long-term aim to support children with autism. This paper is part of the Aurora project t...
Ben Robins, Kerstin Dautenhahn, Paul Dickerson
ICRA
2009
IEEE
125views Robotics» more  ICRA 2009»
14 years 3 months ago
A novel method for learning policies from constrained motion
— Many everyday human skills can be framed in terms of performing some task subject to constraints imposed by the environment. Constraints are usually unobservable and frequently...
Matthew Howard, Stefan Klanke, Michael Gienger, Ch...
ICRA
2006
IEEE
99views Robotics» more  ICRA 2006»
14 years 2 months ago
A Whole-body Control Framework for Humanoids Operating in Human Environments
Abstract— Tomorrow’s humanoids will operate in human environments, where efficient manipulation and locomotion skills, and safe contact interactions will be critical design fa...
Luis Sentis, Oussama Khatib
ICONIP
2007
13 years 10 months ago
Policy Learning for Motor Skills
Policy learning which allows autonomous robots to adapt to novel situations has been a long standing vision of robotics, artificial intelligence, and cognitive sciences. However, ...
Jan Peters, Stefan Schaal