UCSD CSE150 Winter 2019
Introduction to AI: Search and Reasoning
Lecture Location: Solis Hall 107
Lecture Time: Tue/Thu 2:00pm to 3:30pm
Discussion Time: Tue 7:00pm to 7:50pm (starting from Week 2)
Lecturer: Sicun Gao
TAs: Haoyang Fan, Aravind Mahadevan, Gaurav Mahajan, Yaoguang Zhai
Tutors: Ruohan Hu, Alice Huang, Abhiram Iyer, Darin Moore, Yuda Song, Jiayin Wang, Shantao Yi, Xinrui Zhou
Slack: [click to join] (all materials distributed here)
Schedule
The course will cover the following topics; detailed schedule is on Google Calendar.
- Classical search (Assignment: A*)
- Adversarial Search (Assignment: 2048)
- Monte Carlo Tree Search (Assignment: Gomoku)
- Reinforcement Learning (Assignment: Blackjack)
- Constraint Solving (Assignment: Sudoku)
- Propositional and First-order Reasoning
Textbook
Lecture materials are self-contained. Reading "Artificial Intelligence: A Modern Approach" is helpful.
Grading
Assignments (all in Python, all for individuals): 70 (14 * 5)
Midterm: 10
Final: 30
(A+: 100+, A: 90+, B: 80+, C: 70+; will not curve)
