Syllabus UG syllabus R-2017

CS8691 Syllabus Artificial Intelligence Regulation 2017 Anna University

CS8691 Syllabus Artificial Intelligence

CS8691 Syllabus Artificial Intelligence Regulation 2017 Anna University free download. Artificial Intelligence Syllabus CS8691 pdf free download.

UNIT I INTRODUCTION CS8691 Syllabus Artificial Intelligence Regulation

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

UNIT II PROBLEM SOLVING METHODS CS8691 Syllabus Artificial Intelligence Regulation

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 CS8691 Syllabus Artificial Intelligence Regulation

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 CS8691 Artificial Intelligence

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

UNIT V APPLICATIONS CS8691 Artificial Intelligence

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

OBJECTIVES:

 To understand the various characteristics of Intelligent agents
 To learn the different search strategies in AI
 To learn to represent knowledge in solving AI problems
 To understand the different ways of designing software agents
 To know about the various applications of AI.

Subject name Artificial Intelligence
Short Name AI
Semester 6
Subject Code CS8691
Regulation 2017 regulation

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