Date |
Class topic |
Presentation topic |
Reading |
Student presenting |
Thurs 9/20 | Constraint satisfaction | K-consistency | Kumas and Bartak articles | Rory Mulvaney |
Min-conflict heuristic | Minton article | |||
Thurs 9/27 | Game playing | Deep Blue | IBM article, Scientific American article and analysis | Luke Tang |
Tues 10/2 | Go playing | Burmeister and Wiles webpage | Joel Sachs | |
Tues 10/9 | Philosophy of AI / | Chinese Room experiment | Searle article | Csaba Rosgonyi |
Propositional logic | Ethics of AI | Hall article | ||
Thurs 10/11 | Propositional and first-order logic | Frame problem | Frame problem website; Morgenstern article | Devina Desai |
Tues 10/23 | The breadth of AI | Machine translation | John
Hutchins website
Hutchins, history of MT AMTA, EAMT websites |
Yue Cui |
Statistical NLP | Stanford SNLP
website
HLT survey - chap. 11 |
Akshay Java | ||
XML/Semantic Web | Scientific
American article
Semantic Web home page |
Ritesh Garodia | ||
Thurs 10/25 | Planning | Partial Order Planning constraints | Weld overview
paper
original UCPOP paper UCPOP website |
Sowmya Ponugoti |
Tues 10/30 | Practical planning and execution | Job shop scheduling | Scheduling Benchmarks website
Jain paper |
Qianjun Xu |
Allen's temporal constraints | Allen paper
Longer Allen paper |
Mithun Sheshagiri | ||
NASA's Remote Agent | ||||
Thurs 11/1 | Planning | Intelligent tutoring systems | Rickel
paper
Newcastle website (links) |
Xuanxuan Su |
Tues 11/6 | Uncertainty | Fuzzy logic | Fuzzy
Logic Tutorial
Fuzzy Logic Tutorial II |
Jeff Undercoffer |
Thurs 11/8 | Uncertainty | Graphplan/SATplan | Weld paper
Graphplan home page Kautz and Selman paper |
Yongmei Shi |
Tues 11/12 | Uncertainty | Dempster-Shafer reasoning | Kevin Atkinson | |
Thurs 11/15 | Knowledge engineering | Sisyphus III evaluations | Sisyphus Projects
page
The Myth of Sisyphus Sisyphus/KA research paper |
Shari Holstege |
Protege project | Protege home page
Protege paper |
|||
CommonKADS | CommonKADS
paper
CommonKADS home page |
Fang Huang | ||
Tues 11/20 | Learning | Version spaces | Russell & Norvig Chap. 18.5
Mitchell text, Chap. 2 |
Olga Streltchenko |
k-Nearest Neighbor | Mitchell text, Chap. 8 | Dipanjan Chakraborty | ||
Tues 11/27 | Neural networks | Backpropagation | Russell & Norvig Chap. 9.4
Brain Wave backprop tutorial |
Chih-Yun Lin |
Cascade-Correlation | Cascade
Correlation paper
Tutorial on cascade correlation |
Sohel Merchant | ||
Tues 12/4 | Knowledge-based and | Inverse resolution | Russell & Norvig Chap. 21.4
Inductive Logic Prog. page Another ILP page |
Mike Smith |
unsupervised learning | KBANN | Towell & Shavlik paper | ||
k-means clustering | Clustering
tutorial page
k-means example |
Filip Perich | ||
Thurs 12/6 | Perception and vision | Image segmentation | Russell & Norvig 24.1-24.4
Image segmentation notes Comparison of algorithms |
Nitin Rane |
Object recognition | Russell & Norvig 24.6
Object recognition notes Overview page |
Ameeta Jakate | ||
Speech recognition | Russell & Norvig 24.7
Spoken Language overview Speech recognition tutorial |
Payal Mistry | ||
Tues 12/11 | Robotics | Sensing modalities | ||
Motion planning | Russell & Norvig 25.6
Navigation research overview Motion Planning game (I haven't tried this!) |
Priyang Rathod | ||
Behavior-based robotics | BBR book (see Marie!)
Russell & Norvig 25.4 |
Don McFarland |