Lectures

Week   Topic(s)                                                     Slide(s)                                 Additional Resources
Week 0I
22.02
Course Information and Introduction

  - http://aima.cs.berkeley.edu/
- Berkeley AI Materials
- Fall 2018 - CS 188
Week 02
01.03
Chapter 1 - Introduction Lec 1: pdf - Video: Pieter Abbeel giving the introductory lecture for the Spring 2014 Berkeley CS 188 course
- Video: Dan Klein giving the introductory lecture for the Fall 2013 Berkeley CS 188 course
Week 03
08.03
Chapter 2 - Intelligent Agents
Lec 2 : pdf  
Week 04
15.03
Chapter 3 - Problem Solving by Uninformed Search
Lec 3: pdf - Video: Pieter Abbeel giving the uninformed search lecture for the Spring 2014 Berkeley CS 188 course
- Video: Dan Klein giving the uninformed search lecture for the Fall 2013 Berkeley CS 188 course
Week 05
22.03
Chapter 3 - Problem Solving by informed Search Lec 4:pdf - Video: Dan Klein giving the informed search lecture for the Fall 2012 Berkeley CS 188 course
- Video: Pieter Abbeel giving the informed search lecture for the Fall 2013 Berkeley CS 188 course
- Video: Fall 2018 CS 188
Week 06
29.03
Chapter 4 - Search in Complex Environments Lec 5:pdf
Week 07
05.04
Review for Midterm
Week 08 Midterm Week  
Week 09
19.04
Chapter 5 - Constraint Satisfaction Problems Lec 6:pdf - Video: Pieter Abbeel giving the first constraint satisfaction problem lecture for the Spring 2013 Berkeley CS 188 course
- Video: Pieter Abbeel giving the second constraint satisfaction problem for the Spring 2014 Berkeley CS 188 course

 

Week 10 -    
Week 11
Ramadan Holiday  
Week 12 Chapter 6 - Adversarial Search and Games Lec 7: pdf - Video: Pieter Abbeel giving the adversarial search lecture for the Spring 2014 Berkeley CS 188 course
- Video: Pieter Abbeel giving the expectimax lecture for the Spring 2014 Berkeley CS 188 course
Week 13 Chapter 16 - Markov Decision Process Lec 8: pdf - Video: Pieter Abbeel giving the MDPs I lecture for the Spring 2014 Berkeley CS 188 course
- Video: Pieter Abbeel giving the MDPs II lecture for the Spring 2014 Berkeley CS 188 course
Week 14 Chapter 23 - Reinforcement Learning Lec 9: pdf

- Video: Pieter Abbeel giving the reinforcement learning I lecture for the Spring 2014 Berkeley CS 188 course
- Video: Pieter Abbeel giving the reinforcement learning II lecture for the Spring 2014 Berkeley CS 188 course

 
Grades
   - Grades (html)