Information

Suggested Readings

Text Book and References

1. Patrick Henry Winston. Artificial Intelligence, Addison-Wesley, 1992.

2. Deepak Khemani. A First Course in Artificial Intelligence, McGraw Hill Education (India), 2013.

Reference Books

1. Artificial Intelligence: A Modern Approach, 3rd Edition Russell & Norvig.

2. Stefan Edelkamp and Stefan Schroedl. Heuristic Search: Theory and Applications, Morgan Kaufmann, 2011.

3. John Haugeland, Artificial Intelligence: The Very Idea, A Bradford Book, The MIT Press, 1985.

4. Pamela McCorduck, Machines Who Think: A Personal Inquiry into the History and Prospects of Artificial Intelligence, A K Peters/CRC Press; 2 edition, 2004.

5. Zbigniew Michalewicz and David B. Fogel. How to Solve It: Modern Heuristics. Springer; 2nd edition, 2004.

6. Judea Pearl. Heuristics: Intelligent Search Strategies for Computer Problem Solving, Addison-Wesley, 1984.

7. Elaine Rich and Kevin Knight. Artificial Intelligence, Tata McGraw Hill, 1991.

8. Stuart Russell and Peter Norvig. Artificial Intelligence: A Modern Approach, 3rd Edition, Prentice Hall, 2009.

9. Is Artificial Intelligence Permanently Inscrutable?

http://nautil.us/issue/40/learning/is-artificial-intelligence-permanently-inscrutable.

This article talks about model correctness versus interpretability, which is a very important "higher-level" concep