COL333: Difference between revisions
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| credits = 4 | | credits = 4 | ||
| credit_structure = 3-0-2 | | credit_structure = 3-0-2 | ||
| pre_requisites = COL106 | | pre_requisites = [[COL106]] | ||
| overlaps = COL671, COL770, ELL789 | | overlaps = [[COL671]], [[COL770]], [[ELL789]] | ||
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== COL333 : Principles of Artificial Intelligence == | == COL333 : Principles of Artificial Intelligence == | ||
Philosophy of artificial intelligence, problem solving, search techniques, constraint satisfaction, game playing (minimax, expectiminimax), automated planning, knowledge representation and reasoning through logic, knowledge representation and reasoning through fuzzy logic and Bayesian networks, Markov decision processes, machine learning, neural networks, reinforcement learning, soft computing, introduction to natural language processing. | Philosophy of artificial intelligence, problem solving, search techniques, constraint satisfaction, game playing (minimax, expectiminimax), automated planning, knowledge representation and reasoning through logic, knowledge representation and reasoning through fuzzy logic and Bayesian networks, Markov decision processes, machine learning, neural networks, reinforcement learning, soft computing, introduction to natural language processing. | ||
Latest revision as of 16:25, 14 April 2026
| COL333 | |
|---|---|
| Principles of Artificial Intelligence | |
| Credits | 4 |
| Structure | 3-0-2 |
| Pre-requisites | COL106 |
| Overlaps | COL671, COL770, ELL789 |
COL333 : Principles of Artificial Intelligence
Philosophy of artificial intelligence, problem solving, search techniques, constraint satisfaction, game playing (minimax, expectiminimax), automated planning, knowledge representation and reasoning through logic, knowledge representation and reasoning through fuzzy logic and Bayesian networks, Markov decision processes, machine learning, neural networks, reinforcement learning, soft computing, introduction to natural language processing.