| 26-Oct-2022 |
1.5 hours |
Introduction to Artificial Intelligence. |
|
|
|
1.5 hours |
Foundations and history of AI. Types of AI, Basic components of AI. |
|
|
| 31-Oct-2022 |
1.5 hours |
Artificial agents, types of agents. Agent’s environment, types of environments |
|
|
|
1.5 hours |
State space graphs and search trees, solving problems by searching, problem solving agents |
|
|
| 7-Nov-2022 |
1.5 hours |
Uniformed search |
|
|
|
1.5 hours |
Informed Search: Greedy search(best first search) |
|
|
| 14-Nov-2022 |
1.5 hours |
Informed Search: A* search |
|
|
|
1.5 hours |
Beyond classical search: Hill-climbing search. |
|
|
| 21-Nov-2022 |
1.5 hours |
Beyond classical search: local beam search |
|
|
|
1.5 hours |
Adversarial Search: Minimax algorithm |
|
|
| 28-Nov-2022 |
1.5 hours |
Adversarial Search: Efficiency of Minimax Algorithm, Optimal decisions in games |
|
|
|
1.5 hours |
Adversarial Search: alpha-beta pruning |
|
|
| 5-Dec-2022 |
1.5 hours |
Introduction to fuzzy logic |
|
|
|
1.5 hours |
Uncertainty in Fuzzy logic |
|
|
| 12-Dec-2022 |
1 Hour |
Mid Term |
|
|
| 19-Dec-2022 |
1.5 hours |
Type I Fuzzy Logic |
|
|
|
1.5 hours |
Type II Fuzzy Logic |
|
|
| 26-Jan-2023 |
1.5 hours |
Constraint satisfaction problem: Part I |
|
|
|
1.5 hours |
Constraint satisfaction problem: Part II |
|
|
| 2-Jan-2023 |
1.5 hours |
Logical agents: Knowledge-based agents |
|
|
|
1.5 hours |
Logical agents: Propositional logic |
|
|
| 9-Jan-2023 |
1.5 hours |
First-order logic: representation revisited, Knowledge engineering in first-order logic |
|
|
|
1.5 hours |
First-order logic: Knowledge engineering in first-order logic |
|
|
| 16-Jan-2023 |
1.5 hours |
Neural Networks |
|
|
|
1.5 hours |
Learning: Regression and Classification |
|
|
| 23-Jan-2023 |
1.5 hours |
Unsupervised Learning |
|
|
|
1.5 hours |
Reinforcement Learning |
|
|
| 23-Jan-2023 |
1.5 hours |
Natural Language Processing |
|
|
|
1.5 hours |
AI Application In Digital Image Processing |
|
|
| 6-Feb-2023 |
1.5 hours |
Advance Applications of AI Algorithm |
|
|
|
1.5 hours |
Case Study |
|
|
| 13-Feb-2023 |
2 Hour |
Final Term |
|
|
