Artificial Intelligence

                              

•  Robotics in Artificial Intelligence

  What is Artificial Intelligence ? 

• What can do AI? 

• AI Applications 

• Is AI dangerous ? 

• Human Intelligence VS Artificial Intelligence 

• Weak and Strong AI 

• Turing Test 

• Acting humanly and Thinking rationally 

• What is Intelligent Agent ? 

• PEAS 

• Environments 

• Types of Agents 

• Problem Solving Agent 

• What is Search ? 

• Goal and Search of Artificial Intelligence 

• Types of Search Algorithms 

  State Space Search  

• Breadth-first Search (BFS) 

• Depth-first search (DFS) 

• Heuristic Search 

• Greedy Best-First Search 

• A* Search 

• The Knowledge-based agent 

• The Wumpus World 

  Description Logic in AI 

• Syntax , Semantics and Entailment 

• Logic of AI 

  Formal Logic in AI  

  Fuzzy Logic System in Artificial Intelligence  

• Pros and cons propositional logic 

• First-order logic 

• Atomic/Complex Sentence 

• Quantification ∀ 

• Using of First Order Logic (FOL) 

• What is Knowledge ?

• Types of Knowledge

• Organizing the Knowledge

• Knowledge Representation using Frames

• Semantic Networks

• Rules based Organizing of the Knowledge

• Organizing the Knowledge: Rule

• Propositional Logic and Predicate Logic

• Expert System

• Structure of rule-based expert system

• Characteristics of an expert system

• Types of inference engines

• Forward chaining and backward chaining

• Conflict Resolution in AI 

• CLIPS

• CLIPS Fact Commands 

• Reopen, Rule, Print out , variable 

• Be Assertive, Variable more than once, Retraction, Single-field wildcard 

• Deftemplate and Single-slot or multislot 

• Multiple fields 

• Readline Function and (assert-string) 

• Defglobal Construct 

• File reading writing  

  Terminology in Artificial intelligence 

  Two Players Games in AI 

  Intelligence Systems in Artificial intelligence   

  Constraint Satisfaction Problems - 1 

  Interface in Propositional Logic 

  Reasoning Using First Order Logic  

  Semantic Net 

  Reasoning in Semantic Net 

  Frames  

  Learning and Adaptation 

  Sequence Labelling Algorithm 

  Adversarial Search 

  Limits of Artificial intelligence  

  Rule Induction and Decision Trees 

 

 Assignment , Question and Answer 

AI - Assignment

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