COL770
| COL770 | |
|---|---|
| Advanced Artificial Intelligence | |
| Credits | 4 |
| Structure | 3-0-2 |
| Pre-requisites | COL106 OR Equivalent |
| Overlaps | |
COL770 : Advanced Artificial Intelligence
[edit]Overlap with: COL333, ELL789 Philosophy of artificial intelligence, fundamental and advanced search techniques (A*, local search, suboptimal heuristic search, search in AND/OR graphs), constraint optimization, temporal reasoning, knowledge representation and reasoning through propositional and first order logic, modern game playing (UCT), planning under uncertainty (Topological value iteration, LAO*, LRTDP), reinforcement learning, introduction to robotics, introduction to probabilistic graphical models (Bayesian networks, Hidden Markov models, Conditional random fields), machine learning, introduction to information systems (information retrieval, information extraction).