Curious: how are people finding the most important recent AI papers? (I haven't been seriously following, but would like to catch up.)
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I've been reading recently: Curious Model-Building Control Systems (Schmidhuber 1991) ftp://ftp.idsia.ch/pub/juergen/curioussingapore.pdf Sections 6 and 7 REINFORCE (Williams 1992) http://www-anw.cs.umass.edu/~barto/courses/cs687/williams92simple.pdf … Parts of Evolving Virtual Creatures (Sims 1994) http://www.karlsims.com/papers/siggraph94.pdf …
Ah, that's great! Never heard of the first two! I should really systematically look at all of Schmidhuber's stuff...
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He's probably one of the few who still hosts papers on a ftp site. This one is an early work about recurrent world models with lots of hand drawn art from 1990: http://people.idsia.ch/~juergen/FKI-126-90_(revised)bw_ocr.pdf …
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i was going to suggest Schmidhuber as well, but he is a little controversial. his lstm approach is similar to gate array designs in hardware which achieve higher complexity and state control (hence memory, dags) with fewer structures.
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