Spring 2025 Computer Science 370 Lecture Summaries

• Lecture 1 (1/13/25): Introductory Lecture. recording of lectures (canvas media library)
• Lecture 2 (1/15/25): LLM's and Yale AI. class transcript recording of lectures (canvas media library)
• Lecture 3 (1/22/25): HW0, Python, and jupyter notebooks. recording of lectures (canvas media library)
• Lecture 4 (1/24/25): Intelligent Agents. recording of lectures (canvas media library)
• Lecture 5 (1/27/25): Intelligent Agents. class transcript recording of lectures (canvas media library)
• Lecture 6 (1/29/25): Intelligent Agents. class transcript recording of lectures (canvas media library)
• Lecture 7 (2/3/25): Search. class transcript recording of lectures (canvas media library)
• Lecture 8 (2/5/25): Search. recording of lectures (canvas media library)
• Lecture 9 (2/10/25): Game Playing, aka, Adversarial Search. recording of lectures (canvas media library)
• Lecture 10 (2/12/25): Constraint Satisfaction. class transcript recording of lectures (canvas media library)
• Lecture 11 (2/17/25): Logic. recording of lectures (canvas media library)
• Lecture 12 (2/19/25): Logic and Planning. class transcript recording of lectures (canvas media library)
• Lecture 13 (2/24/25): Logic and Planning + Midterm Review. recording of lectures (canvas media library)
• Midterm (2/26/25): Midterm Exam during class. Davies.
• Lecture 14 (3/3/25): Uncertainty. recording of lectures (canvas media library)
• Lecture 15 (3/5/25): Goal-based Decision Making. recording of lectures (canvas media library)
• Spring break!
• Lecture 16 (3/24/25): Formal verification, Lies and More VOTE. class transcript recording of lectures (canvas media library)
• Lecture 17 (3/26/25): Learning. recording of lectures (canvas media library)
• Lecture 18 (3/31/25): Qualitative Arithmetic. recording of lectures (canvas media library)
• Lecture 19 (4/2/25): Learning. recording of lectures (canvas media library)
• Lecture 20 (4/7/25): Reinforcement Learning + HW7. recording of lectures (canvas media library)
• Lecture 21 (4/9/25): Reinforcement Learning. recording of lectures (canvas media library)
• 4/14/25 - No class today.
• Lecture 22 (4/16/25): Natural Language Processing. recording of lectures (canvas media library)
• Lecture 23 (4/21/25): Natural Language Processing. recording of lectures (canvas media library)
• Lecture 24 (4/23/25): Natural Language Processing and Farewell. recording of lectures (canvas media library)