EPSRC Reference: |
GR/R69679/01 |
Title: |
Developmental Learning Algorithms for Embedded Agents |
Principal Investigator: |
Lee, Professor MH |
Other Investigators: |
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Researcher Co-Investigators: |
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Project Partners: |
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Department: |
Computer Science |
Organisation: |
Aberystwyth University |
Scheme: |
Standard Research (Pre-FEC) |
Starts: |
01 October 2002 |
Ends: |
31 March 2006 |
Value (£): |
208,307
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EPSRC Research Topic Classifications: |
Artificial Intelligence |
New & Emerging Comp. Paradigms |
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EPSRC Industrial Sector Classifications: |
Healthcare |
Information Technologies |
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Related Grants: |
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Panel History: |
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Summary on Grant Application Form |
The methods are inspired by concepts in developmental psychology, have some novel characteristics, and promise to be of considerable value for future generation domestic embedded agents in spatial domains. We aim to deliver results and demonstrations of a simplified working handleye system that learns to coordinate its sensory and motor systems from initial primitive exploratory acts to skilled reaching and coordinated action towards objects and events in the environment.Novel aspects include: a new design of home robot, with several new features; the replacement of textual programming with learning by example; adaptation to user changes, permitting changing preferences, learning new routes and task correction and reconfiguration.
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Key Findings |
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Potential use in non-academic contexts |
This information can now be found on Gateway to Research (GtR) http://gtr.rcuk.ac.uk
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Impacts |
Description |
This information can now be found on Gateway to Research (GtR) http://gtr.rcuk.ac.uk |
Summary |
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Date Materialised |
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Sectors submitted by the Researcher |
This information can now be found on Gateway to Research (GtR) http://gtr.rcuk.ac.uk
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Project URL: |
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Further Information: |
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Organisation Website: |
http://www.aber.ac.uk |