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start [2018/10/22 10:10] 127.0.0.1 external edit |
start [2018/11/12 14:04] anderson [November] |
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| Week 7:\\ Oct 1 - Oct 5 | Reinforcement Learning for Two-Player Games. | | Week 7:\\ Oct 1 - Oct 5 | Reinforcement Learning for Two-Player Games. | ||
| Week 8:\\ Oct 8 - Oct 12 | Introduction to Neural Networks | | Week 8:\\ Oct 8 - Oct 12 | Introduction to Neural Networks | ||
- | | Week 9:\\ Oct 15 - Oct 19 | More Neural Networks | + | | Week 9:\\ Oct 15 - Oct 19 | More Neural Networks. Autoencoders. |
| Week 10:\\ Oct 22 - Oct 26 | Introduction to Classification. Bayes Rule. Generative versus Discriminative. Linear Logistic Regression. | | Week 10:\\ Oct 22 - Oct 26 | Introduction to Classification. Bayes Rule. Generative versus Discriminative. Linear Logistic Regression. | ||
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|< 100% 10% 20% 30% 20% 20% >| | |< 100% 10% 20% 30% 20% 20% >| | ||
^ Week ^ Topic ^ Material | ^ Week ^ Topic ^ Material | ||
- | | Week 11:\\ Oct 29 - Nov 2 | Classification with Neural Networks | + | | Week 11:\\ Oct 29 - Nov 2 | Classification with Neural Networks. Reinforcement Learning with Neural Networks. |
- | | Week 12:\\ Nov 5 - Nov 9 | Reinforcement Learning with Neural Networks. | [[http:// | + | | Week 12:\\ Nov 5 - Nov 9 | Introduction to Pytorch.\\ Constraint satisfaction.\\ Min-conflicts. | [[http:// |
- | | Week 13:\\ Nov 12 - Nov 16 | Faster Reinforcement Learning. Autoencoder neural networks. | [[http:// | + | | Week 13:\\ Nov 12 - Nov 16 | Natural language understanding and translation. <color red> |
| Nov 19 - Nov 23 | Fall Recess | | Nov 19 - Nov 23 | Fall Recess | ||
- | | Week 14:\\ Nov 26 - Nov 30 | Constraint satisfaction. Min-conflicts | + | | Week 14:\\ Nov 26 - Nov 30 | Faster Reinforcement Learning. | |
===== December ===== | ===== December ===== | ||
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|< 100% 10% 20% 30% 20% 20% >| | |< 100% 10% 20% 30% 20% 20% >| | ||
^ Week ^ Topic ^ Material | ^ Week ^ Topic ^ Material | ||
- | | Week 15:\\ Dec 3 - Dec 7 | Recurrent neural networks and use in natural language | + | | Week 15:\\ Dec 3 - Dec 7 | Recurrent neural networks and use in natural language |
| Final Exam Week:\\ Dec 10 - Dec 14 | | | Final Exam Week:\\ Dec 10 - Dec 14 | | ||