Deep Learning and Robotics

(Jeff_L) #1

n Deep learning successes


n Supervised learning = pattern recognition, if enough data (input -> output pairs), then


neural net can learn the pattern


n Reinforcement learning = learning goal-oriented behaviors from trial and error


n Unsupervised learning


n Exampleapplications


n Parting thoughts


Outline


Pieter Abbeel --UC Berkeley | Gradescope| Covariant.AI
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