Helicopter Automation: Learning from Human Demonstration - Buskey, Gregg
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Can a computer learn to fly a helicopter simply by observing the actions of a pilot? Should we use neural networks, fuzzy controllers or some other approach? What are the best lessons to teach the computer? Are humans really good teachers or do they use queues, information and experiences that aren't available to the observing learning system? How does this all compare to simply hand-tuning conventional control systems and is the hand-tuning really as hard as people say? These are the questions that this work explores and should interest anybody in the area of machine learning, robotics, or computer science.…mehr

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Produktbeschreibung
Can a computer learn to fly a helicopter simply by observing the actions of a pilot? Should we use neural networks, fuzzy controllers or some other approach? What are the best lessons to teach the computer? Are humans really good teachers or do they use queues, information and experiences that aren't available to the observing learning system? How does this all compare to simply hand-tuning conventional control systems and is the hand-tuning really as hard as people say? These are the questions that this work explores and should interest anybody in the area of machine learning, robotics, or computer science.
Autorenporträt
After completing his engineering degree in 2000, Gregg undertook his robotics PhD jointly between Queensland University & the CSIRO. In 2004 Gregg moved out of research and into the commercial world. He has since led and been involved in $1b worth of energy asset developments, financings & company IPOs. Gregg lives with his wife Nicola.