COSC 4600/MSCS 5600 - Artificial Intelligence

Final Exam

The exam is Wednesday, Mar 11 at 8:00AM in our usual classroom.  It
will consist of questions about the material we've covered in class
during the semester.  In particular, this includes anything on the
midterm list of topics as well as material since then.  There will be
more emphasis on the more recent topics.  I've listed relevant general
topics and textbook pages since the midterm below.

Topics
--------
Prolog

Planning
  Means-ends analysis
  PDDL

Uncertainty
  Bayes Rule
  Naive Bayes classifiers
  
Learning
  Decision Trees
  Linear classifiers
  Neural Networks
  Support Vector Machines
  
Natural Language
  Grammars
  Context-Free Grammars with Features
  First-order Logic for sentences
  Model-based truth
  
Textbook
---------
pp.366-375,339-344,495-502,693-704,723-732,744-748
888-902

======================================
Midterm list:
Topics
--------
Agents				  Adversarial Search
Reflex-based Agents		   Minimax
 Vacuum world			   Alpha-beta pruning 
 Capture game			  Knowledge-based Agents
Search				   Propositional Logic
 Uninformed Search		   Wumpus world
 Heuristic Search		   Resolution-based theorem proving
 A*				   Conjunctive-normal form
 Eight puzzle 			   First-order logic
				   Unification
Textbook
---------
pp.34-61, pp.64-107, pp.161-169, pp.234-256, pp.265-269,
  pp.285-306, p.327, pp.339-340