CS 4700: Foundations of Artificial Intelligence

Fall 2014

Announcements

Office hours: TBA

Personnel

Prof. Bart Selman <selman@cs.cornell.edu>

Ph.D. TAs:

Dylan Foster <djf244@cornell.edu>
Vasily Kuksenkov <vdk23@cornell.edu>
Andreas Veit <av443@cornell.edu>


MEng. TA:

Sneha Prasad Hebbur Narasimha Prasad <sh824@cornell.edu>


Undergraduate TAs:

Abdulkareem Adesokan <aaa257@cornell.edu>

Jonathan Hayon <joffin32@gmail.com>

Humale Khan <hak59@cornell.edu>

William Lee <wjl57@cornell.edu>

Siddharth Panchanathan <skp48@cornell.edu>

Michael Wang <mzw4@cornell.edu>

Jerry Yeh <jcy47@cornell.edu>

Peaky (Alex) Yuter <ajy34@cornell.edu>


Lecture Slides

  1. Introduction (part 1) (pdf)

  2. Introduction, cont. (part 2) (pdf)

    news link: When Machines Outsmart Humans

  3. Agents (pdf)

  4. Search --- Uninformed (pdf)

  5. Search --- Informed (pdf)

  6. Search --- Local Search (pdf)

  7. Reinforcement Learning (RL) --- Intro (pdf)

  8. RL --- Passive

  9. RL --- Active

  10. Adversarial search (pdf)

  11. Adversarial search --- Games / Deep Blue (auxiliary materials) (pdf)

  12. Knowledge Representation and Reasoning (KR&R) --- Part I (pdf)

  13. KR&R --- Part II (pdf))

  14. Machine Learning --- Intro (pdf))

  15. Decision Tree Learning (pdf))

  16. Neural Networks (pdf))


Homeworks