CGSC 5001
Cognition and Artificial Cognitive Systems
An introduction to the contribution of artificial intelligence and computer modeling of cognitive processes to cognitive science.
2021
Topics
- reinforcement learning
- RL cont’d, dialog Bayesian theory of mind
- Dialog cont’d, Conversational AI project progressive-report (v1)
- Question answering project progressive-report (v2)
- Deep neural nets
- DNNs, cont’d: Sequence to sequence models project progressive-report (v4)
- Recommendation systems
- Project presentations project progressive-report (v5)
- Project presentations
- final project and final progressive-report
- due April 14
Readings
- Speech and language processing, Dan Jurafsky and James H. Martin; (3rd ed. draft) (2019).
Sources
- Course catalogue ↗2026–2027
- CGSC5001-Winter-2021-Chinaei ↗2021