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#104 - Prof. CHRIS SUMMERFIELD - Natural General Intelligence [SPECIAL EDITION]
Machine Learning Street Talk (MLST)
Is the MDP Markov Decision Process a Good Tool for Machine Learning?
The MDP Markov decision process is an incredibly useful tool for machine learning. Sutton and Hutter do believe that their approaches could work in the real world. But would it actually be useful to do so? Well, let's think about what happens if you want your agent to solve a video game of some sorts,. Right? You'd need a really patient machine learning researcher to come along and annotate every single person who might take action. And that needs to be exactly what we deem to be intelligent behavior. So who's going to do that with AlphaGo? Not me!
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