CS440: Introduction to Artificial Intelligence

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start [2018/11/23 17:02]
anderson [December] 		start [2018/12/03 07:20]
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 | Week 13:\\ Nov 12 - Nov 16  | Natural language understanding and translation.   | [[http://nbviewer.ipython.org/url/www.cs.colostate.edu/~anderson/cs440/notebooks/26 Natural Language.ipynb|26 Natural Language]]\\ [[http://nbviewer.ipython.org/url/www.cs.colostate.edu/~anderson/cs440/notebooks/27 Word Embeddings.ipynb|27 Word Embeddings]]  | [[https://towardsdatascience.com/word-embedding-with-word2vec-and-fasttext-a209c1d3e12c|Word2Vec and FastText Word Embedding with Gensim]]  |  | | Week 13:\\ Nov 12 - Nov 16  | Natural language understanding and translation.   | [[http://nbviewer.ipython.org/url/www.cs.colostate.edu/~anderson/cs440/notebooks/26 Natural Language.ipynb|26 Natural Language]]\\ [[http://nbviewer.ipython.org/url/www.cs.colostate.edu/~anderson/cs440/notebooks/27 Word Embeddings.ipynb|27 Word Embeddings]]  | [[https://towardsdatascience.com/word-embedding-with-word2vec-and-fasttext-a209c1d3e12c|Word2Vec and FastText Word Embedding with Gensim]]  |  |
 |  Nov 19 - Nov 23  |  Fall Recess  | |  Nov 19 - Nov 23  |  Fall Recess  |
-| Week 14:\\ Nov 26 - Nov 30  | Faster Reinforcement Learning.   |   |  | [[http://nbviewer.ipython.org/url/www.cs.colostate.edu/~anderson/cs440/notebooks/A6 Min-Conflicts.ipynb|A6 Min-Conflicts]] due Monday, Nov. 26, 10:00 PM.   | +| Week 14:\\ Nov 26 - Nov 30  | Faster Reinforcement Learning   | [[http://www.cs.colostate.edu/~anderson/cs440/notebooks/15ijcnn.pdf|Slides for Faster Reinforcement Learning After Pretraining]]  | [[http://www.cs.colostate.edu/~anderson/res/rl/pretrainijcnn15.pdf|Faster Reinforcement Learning After Pretraining Deep Networks to Predict State Dynamics]] by Anderson, Lee and Elliott  | [[http://nbviewer.ipython.org/url/www.cs.colostate.edu/~anderson/cs440/notebooks/A6 Min-Conflicts.ipynb|A6 Min-Conflicts]] due Wednesday, Nov. 28, 10:00 PM.   | 
  
 ===== December ===== ===== December =====
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 ^  Week      ^  Topic      ^  Material  ^  Reading          ^  Assignments  ^ ^  Week      ^  Topic      ^  Material  ^  Reading          ^  Assignments  ^
-| Week 15:\\ Dec 3 - Dec 7  | Voluntary in-class project presentations.  |  |   |  +| Week 15:\\ Dec 3 - Dec 7  | Voluntary in-class project presentations.  | Dec 3:\\ Tom Cavey: Image Classification and Object Detection of things around CSU\\ Jason Stock: Classification of Data from the Sloan Digital Sky Survey\\ Marylou Nash: Physical Routing on ICs or PCBs with A*\\ \\ Dec 5:\\ Jake Walker: Legal, Ethical, and Security Concerns for Autonomous Driving Technologies\\ Andy Dolan: Using Machine Learning Methods to Classify BGP Messages\\ Miles Wood: Using Q-Learning to Learn to Play Chad, a Chess Variant\\ Apoorv Pandey: Using Q-Learning to Learn to Play 2x2 Dots and Boxes  |   |  
-| Final Exam Week:\\ Dec 10 - Dec 14  |   |  | | Final Project notebook is due Tuesday, Dec 11th, 10:00 pm.   |+| Final Exam Week:\\ Dec 10 - Dec 14  |   |  | | Final Project notebook is due Tuesday, Dec 11th, 10:00 pm. Here is an [[http://nbviewer.ipython.org/url/www.cs.colostate.edu/~anderson/cs440/notebooks/Example of Project Report.ipynb|notebook explaining what is expected]] for your final report.   |
  
  
  
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