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Section Notes

If you find any typos or have additional questions, don’t hesitate to reach out at mdc@berkeley.edu.

Date	Topic	Notes
July 2	Policy Iteration + Reinforcement Learning	link (unpolished)
July 9	Approximate Q Learning & Probability	link
July 11	Conditional Independence and D-separation	link
July 18	Variable Elimination and Sampling	link
July 23	Decision Networks, VPI, and HHM	link
July 25	Particle Filtering and Naive Bayes	link
July 30	Perceptrons, MLE, and Neural Nets	link