Given the recent appearance of "transfer learning" here, it deserves a separate thread. Nice link: http://www.cs.utexas.edu/~lilyanam/TL/ "Transfer Learning Reading Group at UT Austin" Seems to be very AGI-friendly... The top read-link seems to be a good one to start: http://ftp.cs.wisc.edu/machine-learning/shavlik-group/torrey.aaai08.pdf "Transfer in Reinforcement Learning via Markov Logic Networks" (sounds NM/OpenCogPrime-ish)
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