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Software That Learns by Demonstration
- jgoewert 7y agoAndrej Karpathy has a nice blog post on this: https://medium.com/@karpathy/software-2-0-a64152b37c35 https://medium.com/@karpathy/software-2-0-a64152b37c35 The idea is that more and more software development will be "deleting" code, and re-writing that with neural networks.
- deleted 7y ago[deleted]
- latte_machiato 7y agoIt's interesting to see how reinforcement learning is used to assist humans. This is a great combination of HCI and AI. Emma Brunskill at Stanford - https://cs.stanford.edu/people/ebrun https://cs.stanford.edu/people/ebrun - has a series of work using an RL framework to teach humans faster. For example, in this work they developed a POMDP to choose pedagogical activities that will maximize student learning, based on the student's current knowledge.