Accession Number:

ADA516458

Title:

Effective Bayesian Transfer Learning

Descriptive Note:

Final rept. Sep 2005-Sep 2009

Corporate Author:

CALIFORNIA UNIV BERKELEY SPONSORED PROJECTS OFFICE

Personal Author(s):

• Lozano-Perez, Tomas
• Kaelbling, Leslie

Report Date:

2010-03-01

Pagination or Media Count:

92.0

Abstract:

The general theme of the project is transfer learning, i.e., the process whereby the learning process in task Y is improved by prior learning experience in task X. The project addresses transfer learning in three application areas strategy games, robotic object manipulation, and visual object recognition.

Descriptors:

• *ARTIFICIAL INTELLIGENCE
• *LEARNING MACHINES
• BAYES THEOREM
• COMPUTER VISION
• TRANSFER
• STRATEGY
• ROBOTICS
• RECOGNITION

Subject Categories:

• Cybernetics

Distribution Statement:

APPROVED FOR PUBLIC RELEASE