CS8691 Artificial Intelligence

 

CS8691 Artificial Intelligence
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      Santhosh (Admin) 

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Unit:1
1.Future,typical  intelligent agents
2.Problem Solving Approach to Typical AI problems
Unit:2

1.Search Strategies,Uninformed,Heuristics,Local Search Algorithms and Optimization Problems
2. Constraint Propagation,Backtracking Search,Game Playing
3. Optimal Decisions in Games,Alpha,Beta Pruning

Unit:3
  1. FOL,Prolog programming,Unification
  2. Ontological engineering,Resolution
  3. Forward and backward chaining

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Unit:4
1. Intelligence agent
2. Multi agent system
Unit:5

1.NLP**
2. Robotics full topic
**Most important topic ,Can get good marks but read all topic thoroughly

PART-C

1.Compulsory Questions {a case study where the student will have to read and analyse the subject }
mostly asked 3,5unit (OR) a situation given and you have to answer on your own

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Syllabus

UNIT I INTRODUCTION 

Introduction–Definition — Future of Artificial Intelligence — Characteristics of Intelligent Agents–fTypical Intelligent Agents — Problem Solving Approach to Typical AI problems.

UNIT II PROBLEM SOLVING METHODS

Problem solving Methods — Search Strategies- Uninformed — Informed — Heuristics — Local Search Algorithms and Optimization Problems — Searching with Partial Observations — Constraint Satisfaction Problems — Constraint Propagation — Backtracking Search — Game Playing — Optimal Decisions in Games — Alpha — Beta Pruning — Stochastic Games

UNIT III KNOWLEDGE REPRESENTATION 

First Order Predicate Logic — Prolog Programming — Unification — Forward Chaining-Backward Chaining — Resolution — Knowledge Representation — Ontological Engineering-Categories and Objects — Events — Mental Events and Mental Objects — Reasoning Systems for Categories —
Reasoning with Default Information

UNIT IV SOFTWARE AGENTS

Architecture for Intelligent Agents — Agent communication — Negotiation and Bargaining —
Argumentation among Agents — Trust and Reputation in Multi-agent systems.

UNIT V APPLICATIONS

AI applications — Language Models — Information Retrieval- Information Extraction — Natural Language Processing — Machine Translation — Speech Recognition — Robot — Hardware —
Perception — Planning — Moving

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