Assignments are listed by their due date.
Week | Dates | Day and Topics | Assignments | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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1 | Mar. 4-8 | Day 1: Introduction to course
Intelligence: What is it, where do we find it? | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Day 2: Constraint Satisfaction
Backtracking search | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Day 3: Intelligence: How do we test it?
AI landscape, future directions of AI | Mar.7, BC:
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Day 4: Introduction to Neural Networks, Perceptron | Mar.8, BC: Constraint
Satisfaction/ Sudoku assignment 2
| Mar. 11-15
| Day 5: Feed-forward networks, backpropagation
| Day 6: Deep blue discussion, brute force
solutions, pattern matching in chess, Monte Carlo Tree search
| Mar.12, BC: Deep Blue summary
| Day 7: Grabbing the Tiger by the Tail
| Day 8: Discussion of paper, Introduction to
NN assignment, Basic properties of data sets, OOD Hopfield networks
| Mar.14: Great A.I. Awakening summary
| 3
| Mar. 18-22
| Day 9: Ethics: Bias, Copyright issues, Hallucinations
| Day 10: CNNs
| BC: Cutting-edge
work proposal
| Day 11: Applications of CNNs in image recognition and games
| Day 12: AlphaGoZero discussion, Pattern recognition
| BC: AlphaGoZero summary
| 4
| Mar. 25-29
| Day 13: NLP, early work in NLP
| 23:59: NN assignment
| Day 14: LSTMs
| Day 15: NLP, RNNs
| Day 16: Discussion of Dreyfus paper
| Mar.22, BC: Dreyfus summary
| 5
| Apr. 1-5
| Day 17: LSTMs, Introduction to Transformers, Pattern matching
| Day18: Reasoning in ChatGPT
| Day 19: Reasoning in ChatGPT
| Day 20: Common sense reasoning, ontologies, knowledge in embeddings
| 23:59: CNN training assignment
| 6
| Apr. 15-19
| Day 21: Common sense reasoning, ontologies, knowledge in embeddings
| Day 22: Research on the next break-through.
| BC: Newport summary (move up?)
| Day 23: Research on the next break-through.
| Day 24: Research on the next break-through.
| BC: Attention summary
| 7
| Apr. 22-26
| Day 25: TBA
| Day 26: TBA
| Day 27: Reports of assessment of ChatGPT
| Assessment of ChatGPT
| Day 28: TBA
| 8
| Apr. 29- | May 3 Day 29: Cutting-edge work presentations
| Day 30: Cutting-edge work presentations
| Day 31: Impact of AI presentations
| Day 32: Impact of AI presentations
| 9
| May 6-10
| Day 33: Impact of AI presentations
| Slides
| Day 34: Impact of AI presentations
| Slides
| Day 35: Impact of AI presentations
| Slides
| Day 36: Impact of AI presentations
| Slides
| 10
| May 13-17
| Day 37: Cutting-edge work presentations
| Day 38: Cutting-edge work presentations
| Day 39: Training an LLM presentations
| BC: Training an LLM reports
| Day 40: Training an LLM presentations
| |