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 = learning structure of the world w/o explicit supervision

n Example applications

n Parting thoughts

Outline

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