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- | ^ Week ^ Topic ^ Material | + | ^ Week ^ Topic ^ Material |
| Week 2:\\ Aug 31 - Sept 4 | Problem-solving search and how to measure performance.\\ Iterative deepening and other uninformed search methods. | | Week 2:\\ Aug 31 - Sept 4 | Problem-solving search and how to measure performance.\\ Iterative deepening and other uninformed search methods. | ||
| Week 3:\\ Sept 7 - Sept 11 | Informed search. A* search. Python classes, sorting, numpy arrays. | | Week 3:\\ Sept 7 - Sept 11 | Informed search. A* search. Python classes, sorting, numpy arrays. | ||
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^ Week ^ Topic ^ Material | ^ Week ^ Topic ^ Material | ||
| Week 11:\\ Nov 2 - Nov 6 | Classification with Neural Networks. Reinforcement Learning with Neural Networks. | | Week 11:\\ Nov 2 - Nov 6 | Classification with Neural Networks. Reinforcement Learning with Neural Networks. | ||
- | | Week 12:\\ Nov 9 - Nov 13 | Introduction to Pytorch.\\ Constraint satisfaction.\\ Min-conflicts. | + | | Week 12:\\ Nov 9 - Nov 13 | Introduction to Pytorch.\\ Constraint satisfaction.\\ Min-conflicts. |
| Week 13:\\ Nov 16 - Nov 20 | Natural language understanding and translation. | | Week 13:\\ Nov 16 - Nov 20 | Natural language understanding and translation. | ||
| Nov 23 - Nov 27 | Fall Recess! | | Nov 23 - Nov 27 | Fall Recess! | ||
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^ Week ^ Topic ^ Material | ^ Week ^ Topic ^ Material | ||
| Week 14:\\ Nov 30 - Dec 4 | Faster Reinforcement Learning | | Week 14:\\ Nov 30 - Dec 4 | Faster Reinforcement Learning | ||
- | | Week 15:\\ Dec 7 - Dec 11 | Voluntary in-class project presentations. | + | | Week 15:\\ Dec 7 - Dec 11 | |
- | | Final Exam Week:\\ Dec 14 - Dec 18 | | + | | Final Exam Week:\\ Dec 14 - Dec 18 | |