CSCI 1410 | Introduction to Aritificial Intelligence, Brown University
News
- 05.10.2008 | All homework solutions and notes should now be on the website. The final exam is May 13th at 9am, location TBA. Thanks for a great semester, study hard and good luck!
- 04.14.2008 | Homework 8 is returned to the handin bin, as well as some missing solutions slides. The guest lecture series for the end of the course is also posted to the website, available now.
- 02.25.2008 | The midterm will be next Tuesday, March 4. A review session for the exam will be this Wednesday in the Moonlab at 7pm. Tim's hours have been permanently switched to 6-8pm on Sunday. We also regret to inform you that Jung is no longer a TA for this course. In light of this event, we are looking for replacements, so any of you that are doing well and enjoy this course are encouraged to contact the professor and apply to TA. Finally, homework 3 is now available on the website, as well as the next project, Chess.
- 02.11.2008 | Homework 1 has been graded with solutions. Homework 2 is now out, along with your first project, Slide, both due after the long weekend. However, be sure to get started on these early; the next homework is considerably longer than the last two, and the project will take some time. Happy coding!
The first weekly review session will be held this Wednesday, at 7pm, in the moonlab (the same place lecture is held). - 02.07.2008 | Homework 0 has been graded and is available for pickup in the handin bin! Solutions are available below. Based on your feedback, we have decided to maintain the hours from our previous post. The review session time will be posted shortly.
- 01.28.2008 | Homework 0 is now available! FOLLOW THE DUE DATES ON THE WEBSITE. The PDFs might be out of date. Please be sure to include the time you would like the review session to be. Also be sure to sign and hand in the Collaboration Policy. We still don't have our hours completely set in stone, so for now, here are our hours for this week:
Adam - Wed 7-9p
Alex - Fri 2-4p
Tim - Sun 2:45-4:45p - 01.21.2008 | Welcome to CSC1410: Introduction to Artificial Intelligence! The course textbook is "Artificial Intelligence - A Modern Approach" (2nd Edition) by Russel, Norvig.
Assignments
All weekly homework assignments should be placed in the handin bin on the second floor and are due before class the week after they are assigned.Homework
- Homework 0 | OUT: 01.28.2008 | IN: 02.04.2008 | Solutions
- Homework 1 | OUT: 02.05.2008 | IN: 02.11.2008 | Solutions
- Homework 2 | OUT: 02.12.2008 | IN: 02.20.2008 | Solutions
- Homework 3 | OUT: 02.22.2008 | IN: 02.27.2008 | LDS Handout | Solutions
- Homework 4 | OUT: 02.27.2008 | IN: 03.05.2008 | Solutions
- Homework 5 | OUT: 03.09.2008 | IN: 03.14.2008 | Solutions
- Homework 6 | OUT: 03.14.2008 | IN: 03.21.2008 | Solutions
- Homework 7 | OUT: 03.31.2008 | IN: 04.07.2008 | Solutions
- Homework 8 | OUT: 04.09.2008 | IN: 04.14.2008 | Solutions
- Homework 9 | OUT: 04.14.2008 | IN: 04.21.2008 | Solutions
Projects
- Project 1 - Slide | OUT: 02.12.2008 | IN: 02.21.2008
- Project 2 - Chess | OUT: 02.22.2008 | IN: 03.7.2008
- Project 3 - SAT | OUT: 03.14.2008 | IN: 04.07.2008
- Project 4 - Frog | OUT: 04.09.2008 | IN: 04.16.2008
- Project 5 - Tree | OUT: 04.17.2008 | IN: 04.25.2008
Lectures
- Lecture 1 | Introduction | Ch. 1-2 | 01.24.2008
- Lecture 2 | Blind Search | Ch. 3 | 01.29.2008
- Lecture 3 | Informed Search | Ch. 4.1-4.2 | 01.31.2008
- Lecture 4 | Constrained Optimization | Ch. 4.3 | 02.05.2008
- Lecture 5 | Zero-Sum Games & Adversarial Search | Ch. 6 | 02.07.2008
- Lecture 6 | Constraint Satisfaction | Ch. 5 | 02.12.2008
- Lecture 7 | Propositional Logic: Knowledge Base | Ch. 7.1-7.4 | 02.14.2008
- Lecture 8 | Inference | Ch. 7.4-7.5 | 02.21.2008
- Lecture 9 | No Good Learning & Restart Strategies | Ch. 7.6 | 02.26.2008
- Lecture 10 | First-Order Logic: Syntax and Semantics | Ch. 8 | 03.06.2008
- Lecture 11 | Inference | Ch. 9 | 03.11.2008
- Lecture 12 | Probabilistic Learning Reasoning: Bayesian Inference | Ch. 14 | 03.18.2008
- Lecture 13 | Markov Models | Ch. 15 | 03.20.2008
- Lecture 14 | Learning: Decision Trees | Ch. 18.2 | 04.01.2008
- Lecture 15 | Entropy, Pruning and Bagging | Ch. 18.3 | 04.03.2008
- GUEST Lecture | TAC Travel | - | 04.08.2008
- GUEST Lecture | Linear Programming | - | 04.10.2008
Documents
Homework Guidelines | Course Missive | Academic CodeNotes from previous Professor Amy Greenwald:
Heuristic Search on Trees | Blind Search | Adversarial Search | Heuristic Search on Graphs | Intelligent Agents | Local Search | Integer Linear Programming | Constraint Satisfaction | Satisfiability | Markov Decision Processes: Prediction | Markov Decision Processes: Control