 |
UMBC CMSC 671 Fall 2009 Principles of Artificial Intelligence |
|
UMBC CMSC 671 Fall 2009 Tentative Schedule
| |
|
|
|
Read Before Class
|
notes |
Homework |
Comments |
| 1 | Wed | 9/2 | Introduction | RN1 |
1 out |
||
| 2 | Mon | 9/7 | -- | No class: Labor Day | |||
| 3 | Wed | 9/9 | Agents | RN2 |
guest lecture: Don Miner
Don's slides |
||
| 4 | Mon | 9/14 | Python 1 | 1 due 2 out |
another Python tutorial |
||
| 5 | Wed | 9/16 | Python 2 | xkcd on Python video: Python for programmers |
|||
| 6 | Mon | 9/21 | Problem solving as search, Uninformed search | RN3 |
2 due 3 out |
Missionaries and cannibals Graph traversal algorithms prolog search |
|
| 7 | Wed | 9/23 | Informed search | RN4 |
A* algorithm 8 puzzle vizualization PEP8: Python style guide p8.py |
||
| 8 | Mon | 9/28 | Informed search | RN4 |
3 due |
Search
demo |
|
| 9 | Wed | 9/30 | Constraints | RN5 |
CCC site 8 queens CSP csp.py |
||
| 10 | Mon | 10/5 | Constraints | RN5 |
4 out |
CSP
demo, SLS
CSP demo python-constraints examples more examples |
|
| 11 | Wed | 10/7 | Search and games | RN6 |
Checkers solved | ||
| 12 | Mon | 10/12 | Search and games | 4 due |
|||
| 13 | Wed | 10/14 | Game theory | RN17.6 1 |
PD
demo, PD lessona Prisoner's Dilema Chicken |
||
| 14 | Mon | 10/19 | MIDTERM EXAM | RN1-6 |
|||
| 15 | Wed | 10/21 | Intro to logic for KR | RN7 |
Hunt the Wumpus neats vs scruffies Knowledge Base Wason selection task |
||
| 16 | Mon | 10/26 | Propositional logic | RN8 |
Guest lec: James MacGlashan | ||
| 17 | Wed | 10/28 | FOL | RN9 |
5 out |
||
| 18 | Mon | 11/2 | Reasoning | RN10 |
|||
| 19 | Wed | 11/4 | Reasoning | RN10 |
|||
| 20 | Mon | 11/9 | Reasoning | RN10 |
6 out |
non-monotonic logic | |
| 21 | Wed | 11/11 | Reasoning, Planning | RN11 |
|||
| 22 | Mon | 11/16 | Planning | RN11 |
6 due |
||
| 23 | Wed | 11/18 | Planning, learning | RN12, 18 |
7 out |
||
| 24 | Mon | 11/23 | learning | RN18 |
|||
| 25 | Wed | 11/25 | Learning | RN20 |
7 due |
||
| 26 | Mon | 11/30 | Learning, uncertainty | RN13, RN20 |
learning to walk | ||
| 27 | Wed | 12/2 | Learning, BBN | RN14 |
8 out |
Netica software | |
| 28 | Mon | 12/7 | agents and self organizing systems | anchovies, stampede, boids, CBN applets | |||
| 29 | Wed | 12/9 | tbd | ||||
| 30 | Mon | 12/14 | reviewsemantic web | 14.1-3, 14.7 |
8 due |
Semantic Web, Linked Data, Linked Data Story, Info. Extraction | |
| Wed | 12/16 | NO CLASS | -- |
-- |
-- |
||
| * | Mon |
12/21 | FINAL | -- |
-- |
-- |
6:00pm-8:00pm |
