Corpus ID: 22537212

From Structured Prediction to Inverse Reinforcement Learning

  title={From Structured Prediction to Inverse Reinforcement Learning},
  author={Hal Daum{\'e}},
  • Hal Daumé III
  • Published in ACL 2010
  • Machine learning is all about making predictions; language is full of complex rich structure. Structured prediction marries these two. However, structured prediction isn’t always enough: sometimes the world throws even more complex data at us, and we need reinforcement learning techniques. This tutorial is all about the how and the why of structured prediction and inverse reinforcement learning (aka inverse optimal control): participants should walk away comfortable that they could implement… CONTINUE READING