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Course Content
MODULE 1
0/8
1.What is AI and its approaches
03:16
2. List and Explain the Foundations of AI
06:45
3. Applications of AI
03:16
4. IAs: Agents and Environment, Eg. Vacuum-cleaner agent with just two locations
08:08
5. Concept of Rationality
06:05
6.The nature of the task environment (PEAS Framework)
06:57
7.Properties of Task Environments
05:45
8.Agents Structure
17:59
MODULE 2
0/7
1.Problem‐solving agents
10:06
2.Different solutions for searching
07:42
3.Uninformed Search Strategies: Breadth First search, Depth First Search, Iterative deepening depth first search
07:52
4.Depth-first search:
06:01
5.Iterative deepening depth-first search:
04:04
6.8-queens problem
04:50
7.8-puzzle Problem
03:29
MODULE 3
0/8
1.INFORMED (HEURISTIC) SEARCH STRATEGIES
07:38
2.A Search (A-Star Search)
05:49
3.Heuristic Functions (8-Puzzle Problem)
06:18
4.Knowledge—based agents
06:55
5. Wumpus World ***
06:24
6.prove that logically there is no pit in [1,2]
06:55
7.Apply A* search to find the solution path from AtoZ
05:44
8.Agent structure.
17:58
MODULE 4
0/6
1.Explain the syntax and semantics of first order logic
06:04
2.Explain the following with respect to the first order logic: (1) Wumpus world
03:33
3.Explain unification and simple forward chaining along with examples
04:54
4.Explain the concept of resolution in FOL with appropriate procedure.
03:42
5.Difference between Forward Chaining & Backward Chaining
02:45
6.Explain various reasons for failure of first order logic. Define a sample space for picking 2 tokens from 6 tokens of lab questions with token taken first time is not replaced.
05:55
MODULE 5
0/5
1.Explain bayes rule & its use in detail
05:45
2.Explain basic probabilities notation in detail
03:33
3.Explain the role of probability in solving problems of Wumpus world
04:54
4.Explain inference using full joint distribution
04:55
5.Explain independence with respect to qualifying uncertinity and joint probability distribution
04:41
ARTIFICIAL INTELLIGENCE || CSE stream || Very Important Questions Explained with Concepts || All 5 modules || BAD402 || Last moment exam preparation
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