Developmental Learning for Autonomous Robots


Autoria(s): Meng, Qinggang; Lee, Mark; Chao, Fei
Contribuinte(s)

Department of Computer Science

Intelligent Robotics Group

Data(s)

22/01/2008

22/01/2008

30/09/2007

Resumo

M.H. Lee, Q. Meng and F. Chao, 'Developmental Learning for Autonomous Robots', Robotics and Autonomous Systems, 55(9), pp 750-759, 2007.

Developmental robotics is concerned with the design of algorithms that promote robot adaptation and learning through qualitative growth of behaviour and increasing levels of competence. This paper uses ideas and inspiration from early infant psychology (up to three months of age) to examine how robot systems could discover the structure of their local sensory-motor spaces and learn how to coordinate these for the control of action. An experimental learning model is described and results from robotic experiments using the model are presented and discussed.

Peer reviewed

Formato

10

Identificador

Meng , Q , Lee , M & Chao , F 2007 , ' Developmental Learning for Autonomous Robots ' Robotics and Autonomous Systems , vol 55 , no. 9 , pp. 750-759 . DOI: 10.1016/j.robot.2007.05.002

PURE: 74942

PURE UUID: 7d526b46-871c-4ad1-b9ea-8d99f6ac7118

dspace: 2160/449

http://hdl.handle.net/2160/449

http://dx.doi.org/10.1016/j.robot.2007.05.002

Idioma(s)

eng

Relação

Robotics and Autonomous Systems

Palavras-Chave #Sensory-motor coordination #Developmental robotics #Early infant learning
Tipo

/dk/atira/pure/researchoutput/researchoutputtypes/contributiontojournal/article

Direitos