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For questions regarding this interdisciplinary subject (largely a subdiscipline of computer science) which strives to create intelligent machines.
9
votes
1
answer
322
views
'Model-free' learning in humans
In reinforcement learning, there is a stark distinction between model-based and model-free learning algorithms, where model-free methods don't make use any explicit information about the dynamics of t …
11
votes
1
answer
287
views
Are there any connectionist models that integrate reinforcement and fully supervised learning?
I've been working on modeling some phenomena involving real-time control in an environment with inherent rewards (specifically, playing a 'pong'-like game), and it's increasingly looking like reinforc …