Announcements
Project proposals due Friday, April 22. Guidelines are here.
Lecture room: Phillips 307
Lecture Slides
Organization and Overview (pdf)
Sampling-Based Adversarial Search: Monte-Carlo Tree Search and UCT --- the Path to GO (pdf)
Neural Nets: The Beginning and the Big Picture (pdf)
Complexity of Neural Net Training --- 3 nodes is already hard
Complexity of Reasoning and Phase Transitions (pdf)
Complexity of Reasoning, cont. 2+p-SAT and Surprising Efficiency (pdf)