SmartPitch: Applied Machine Learning for Professional Baseball Pitching Strategy
The stateful nature of baseball has made it a prime candidate for exploring the topics of planning and strategy optimization. Nearly every moment of the game - from the first pitch to the final out - can be described by a collection of well known state variables that even casual fans should be famil...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2022
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| Online Access: | https://hdl.handle.net/1721.1/145144 |