Spring 2020 Computer Science 470 Lecture Summaries

• Lecture 1 (1/13/20): Introductory Lecture.
• Lecture 2 (1/15/20): Introductory Lecture, part II.
• Lecture 3 (1/17/20): Classic Yale AI / Python. jupyter notebook html
• Lecture 4 (1/22/20): Classic Yale AI.
• Lecture 5 (1/24/20): Intelligent Agents. class transcript
• Lecture 6 (1/27/20): Intelligent Agents. jupyter notebook html
• Lecture 7 (1/29/20): Intelligent Agents / Search.
• Lecture 8 (1/31/20): Search / Thought Experiment. class transcript (VOTE)
• Lecture 9 (2/3/20): Search. class transcript
• Lecture 10 (2/5/20): Game Playing.
• Lecture 11 (2/7/20): Game Playing. class transcript
• Lecture 12 (2/10/20): Constraint Satisfaction.
• Lecture 13 (2/12/20): Propositional Logic.
• Lecture 14 (2/14/20): First Order Logic.
• Lecture 15 (2/17/20): expr, PropKB, Planning. jupyter notebook html, expr, ProbKB jupyter notebook html, planning
• Lecture 16 (2/19/20): Planning. jupyter notebook html, more planning
• Lecture 17 (2/21/20): Hierarchical Planning. class transcript - decorators jupyter notebook html
• Lecture 18 (2/24/20): Quantifying Uncertainty. jupyter notebook html
• Lecture 19 (2/26/20): Probabilistic Reasoning / Midterm Review. jupyter notebook html
• Lecture 20 (2/28/20): Making Complex Decisions / Midterm Review. jupyter notebook html
• 3/2/20 10:30am: Midterm exam. Davies.
• Lecture 21 (3/4/20): Learning. jupyter notebook html
• Lecture 22 (3/6/20): Learning. jupyter notebook html
• Spring Break
• Lecture 23 (3/23/20): Learning. jupyter notebook html video of zoom lecture
• Lecture 24 (3/25/20): Learning. video of zoom lecture
• Lecture 25 (3/27/20): Learning. video of zoom lecture
• Lecture 26 (3/30/20): Learning. video of zoom lecture
• Lecture 27 (4/1/20): Learning. video of zoom lecture
• Lecture 28 (4/3/20): Learning. video of zoom lecture
• Lecture 29 (4/6/20): Learning. video of zoom lecture
• Lecture 30 (4/8/20): Neural Networks / Deep Learning. video of zoom lecture
• Lecture 31 (4/10/20): Reinforcement Learning. video of zoom lecture
• Lecture 32 (4/13/20): Reinforcement Learning. video of zoom lecture
• Lecture 33 (4/15/20): Natural Language Processing. video of zoom recording jupyter notebook html
• Lecture 34 (4/17/20): Guest Lecture: Professor Marynel Vázquez. video of zoom recording
• Lecture 35 (4/20/20): Natural Language Processing. video of zoom recording
• Lecture 36 (4/22/20): Goal based decision making. video of zoom recording
• Lecture 37 (4/24/20): Goal based decision making: VOTE. class transcript - VOTE video of zoom recording