| Midterm Examination |
|
CSE 415: Introduction to Artificial Intelligence The University of Washington, Seattle, Spring 2017 |
| Date: Monday, April 24, 2017 |
| Format: Several short-answer questions, with a few longer-answer questions possible. |
Topics:
Turing test
Python
Lists
slices
concatenation
copying
list comprehensions
Functions
def
default values of arguments
lambda
local and global variables
recursive functions
Dictionaries
ISA hierarchies
Binary relations and the partial-order properties:
Reflexiveness, Antisymmetry, Transitivity.
Inferrable conclusions, Detecting redundancy
Also, symmetry.
State Space search
State
Operator
Move
Partial function
Precondition
Goal state
Problem formulation
Path
Depth-First Search
Breadth-First Search
Uniform-Cost Search
Best-First Search
A* Search
heuristic function
admissibility of A*
Iterative Deepening Depth-First Search
Genetic search
Simulated annealing
Case-based reasoning
Note: the following topics were edited out of the list on April 22 as per
GoPost discussion and comments in class on Friday:
Two-Person, Zero-sum games
minimax search
alpha-beta pruning
static evaluation functions
Tic-tac-toe
Checkers
Zobrist hashing
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