BCS515B VTU Notes: Artificial Intelligence 2022 PDF

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Artificial Intelligence

BCS515B

2022 Scheme

Module 1 : Introduction

Introduction: What Is AI? , The State of The Art.
Intelligent Agents: Agents and environment, Concept of Rationality, The nature of environment, The structure of agents.

Module 2 : Problem‐solving

Problem‐solving: Problem‐solving agents, Example problems, Searching for Solutions Uninformed Search Strategies

Module 3 : Problem‐solving, Logical Agents

Problem‐solving: Informed Search Strategies, Heuristic functions
Logical Agents: Knowledge–based agents, The Wumpus world, Logic, Propositional logic, Reasoning patterns in Propositional Logic

Module 4 : First Order Logic

First Order Logic: Representation Revisited, Syntax and Semantics of First Order logic, Using
First Order logic, Knowledge Engineering In First-Order Logic Inference in First Order Logic: Propositional Versus First Order Inference, Unification, Forward Chaining

Module 5 : Inference in First Order Logic

Inference in First Order Logic: Backward Chaining, Resolution
Classical Planning: Definition of Classical Planning, Algorithms for Planning as State-Space Search, Planning Graphs

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