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
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