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★ Table of Contents ★
1) A Star Algorithm (Solved Problem)
2) Crypt Arithmetic Problem
3) The Expert Shell System Architecture
4) Knowledge Representation
5) Hill Climbing Approach
6) Alpha Beta Pruning
7) Constraint Satisfaction Problem
8) The Resolution Process
9) Best First Search Algorithm
10) Conjunctive Normal Form (CNF)
11) A* Algorithm
12) Simplified Memory Bounded
13) The Water Jug Problem
14) The Bayesian Belief Network
15) Learning using Decision Trees
16) Simulated Annealing (SA)
17) The Unsupervised Learning (Clustering)
18) Expectation Maximization Algorithm
19) The Dempster Shafer Theory (DST)
20) The 8 Puzzle Problem (EPP) (Solved
21) The Tower Of Hanoi (Solved Problem)
22) Introduction to Artificial Intelligence
23) Structure of Intelligent Agents
24) Simple Reflex Agent
25) Model Based Agent
26) Goal Based Agent
27) Learning Agents
28) Utility Based Agent
29) Knowledge Extraction
30) Forward Reasoning (Modus Ponen)
31) Backward Reasoning (Modus Tollen)
32) Introduction to Robotics
33) Robotic Locomotion
34) Natural Language Processing (NLP)
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