Important Information

Required Materials

Recommended Materials

Schedule

DateTopicsReading/ResourcesExercisesAssignmentsReminders
Artificial Intelligence
Week 1
2025-08-18 Introduction to AI Syllabus
Meet Prof. Simpkins
AIMA: 1
Assigned: PA0
2025-08-20 Intelligent Agents AIMA: 2 Registration Ends (2025-08-22)
Payment Deadline (2025-08-22)
Problem-Solving
Week 2
2025-08-25 Problem Solving by Searching AIMA: 3.1-3.4 Due: PA0
Assigned: PA1
2025-08-27 Heuristic Search AIMA: 3.5-3.6 Financial Aid Disbursement (2025-08-29)
Week 3
2025-09-01 Labor Day - No Class
2025-09-03 Local Search AIMA: 4
Week 4
2025-09-08 Adversarial Search AIMA: 5
2025-09-10 Constraint Satisfaction AIMA: 6
Knowledge, Reasoning, and Planning
Week 5
2025-09-15 Propositional Logic AIMA: 7.1-7.5 Due: PA1
Assigned: PA2
2025-09-17 Logical Agents AIMA: 7.6-7.7
Week 6
2025-09-22 First Order Logic AIMA: 8
2025-09-24 Knowledge Representation AIMA: 10
Week 7
2025-09-29 Classical Planning AIMA: 11.1-11.4
2025-10-01 Planning and Acting AIMA: 11.5-11.7
Week 8
2025-10-06 Midterm Review AIMA: 1-11 Due: PA2
2025-10-08 Midterm Exam AIMA: 1-11
Uncertain Knowledge and Reasoning
Week 9
2025-10-13 Quantifying Uncertainty AIMA: 12 Assigned: PA3
2025-10-15 Bayesian Networks AIMA: 13.1-13.3
Week 10
2025-10-20 Bayesian Network Inference AIMA: 13.4-13.5
2025-10-22 Probabilistic Temporal Models AIMA: 14.1-14.3 Midterm Grades Due (2025-10-24)
Week 11
2025-10-27 State Estimation AIMA: 14.4-14.5
2025-10-29 Probabilistic Programming AIMA: 15 Withdrawal Deadline (2025-10-31)
Week 12
2025-11-03 Simple Decisions AIMA: 16.1-16.5 Due: PA3
Assigned: PA4
2025-11-05 Decision Information AIMA: 16.6-16.7
Week 13
2025-11-10 Complex Decisions AIMA: 17.1-17.2
2025-11-12 Bandits POMDPs AIMA: 17.3-17.5
Week 14
2025-11-17 Multi-Agent Systems AIMA: 18.1-18.2
2025-11-19 Collective Decisions AIMA: 18.3-18.4
Machine Learning
Week 15
2025-11-24 Thanksgiving - No Class
2025-11-26 Thanksgiving - No Class
Week 16
2025-12-01 Decision Trees AIMA: 19.1-19.3 Due: PA4
Assigned: PA5
2025-12-03 Linear and Nonparametric Models AIMA: 19.4-19.7
Week 17
2025-12-08 Final Review AIMA: 12-19 Due: PA5
2025-12-10 Final Exam Sec 02: 18:00-20:00
Week 18
2025-12-15 Final Exam Sec 01: 15:30-17:30