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This is a tentative schedule of CS440 topics for Fall, 2018. This will be updated during the summer and as the fall semester continues. | This is a tentative schedule of CS440 topics for Fall, 2018. This will be updated during the summer and as the fall semester continues. | ||
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^ Week ^ Topic ^ Material | ^ Week ^ Topic ^ Material | ||
- | | Week 3:\\ Sept 4 - Sept 7\\ No class on the Sept 3 (University Holiday) and Sept 5 (instructor traveling) | + | | Week 3:\\ Sept 4 - Sept 7\\ No class on the Sept 3 (University Holiday) and Sept 5(instructor traveling). Sept 7 is optional. GTAs will answer assignment questions. |
- | | Week 4:\\ Sept 10 - Sept 14 | A* optimality, admissible heuristics, effective branching factor.\\ Local search and optimization. |[[http:// | + | | Week 4:\\ Sept 10 - Sept 14 | Informed search. A* search. Python classes, sorting, numpy arrays. A* optimality, admissible heuristics, effective branching factor.\\ Local search and optimization. |
| Week 5:\\ Sept 17 - Sept 21 | Adversarial search. Minimax. Alpha-beta pruning. Stochastic games. | | Week 5:\\ Sept 17 - Sept 21 | Adversarial search. Minimax. Alpha-beta pruning. Stochastic games. | ||
- | | Week 6:\\ Sept 24 - Sept 28 | Negamax, with pruning. | [[http:// | + | | Week 6:\\ Sept 24 - Sept 28 | Negamax, with pruning. |
===== October ===== | ===== October ===== | ||
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^ Week ^ Topic ^ Material | ^ Week ^ Topic ^ Material | ||
- | | Week 7:\\ Oct 2 - Oct 6 | Introduction to Reinforcement Learning. | + | | Week 7:\\ Oct 2 - Oct 6 | |
| Week 8:\\ Oct 9 - Oct 13 | Reinforcement Learning for Two-Player Games.\\ Introduction to Neural Networks | | Week 8:\\ Oct 9 - Oct 13 | Reinforcement Learning for Two-Player Games.\\ Introduction to Neural Networks | ||
| Week 9:\\ Oct 16 - Oct 20 | More Neural Networks | | Week 9:\\ Oct 16 - Oct 20 | More Neural Networks |