LI-AI2
Artificial Intelligence 2
Deeper machine learning — probabilistic models, deep learning, reinforcement learning.
Probabilistic reasoningBayesian networksDeep learningCNNsRNNsReinforcement learningConstraint satisfactionAdversarial search
Question bank
Questions by topic
25 questions from 8 papers. See which topics come up in which years.
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| Topic | Summer 2021 | Summer 2022 | Summer 2023 | Summer 2024 | Summer 2025 | Summer 2026 | Unknown | All |
|---|---|---|---|---|---|---|---|---|
| Probabilistic reasoning | 1 | 2 | 2 | 2 | 1 | 2 | 8 | 18 |
| Bayesian networks | 1 | 1 | 1 | 1 | 4 | |||
| Deep learning | 1 | 1 | ||||||
| CNNs | 1 | 1 | ||||||
| RNNs | 0 | |||||||
| Reinforcement learning | 0 | |||||||
| Constraint satisfaction | 1 | 1 | 2 | |||||
| Adversarial search | 1 | 1 | 1 | 3 | ||||
| No topic | 1 | 1 | ||||||
| All questions | 2 | 3 | 3 | 3 | 3 | 3 | 8 | 25 |
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