Artificial Intelligence by Seoul National University
Artificial Intelligence by Seoul National University
Artificial Intelligence by Seoul National University
This book explains
the following topics: History of AI, Machine Evolution, Evolutionary
Computation, Components of EC, Genetic Algorithms, Genetic Programming,
Uninformed Search, Search Space Graphs, Depth-First Search, Breadth-First
Search, Iterative Deepening, Heuristic Search, The Propositional Calculus,
Resolution in the Propositional Calculus, The Predicate Calculus, Resolution in
the Predicate Calculus, Reasoning with Uncertain Information, Agent
Architectures.
This note explains the following topics:
Problem Solving by Search , Knowledge and Reasoning, Planning Classical
Planning, Uncertain knowledge and Learning.
Author(s): Department of CSE, Sri
Indu College of Engineering and Technology
This note describes the following topics: introduction to AI and production systems,
Representation of Knowledge, Knowledge Representation using predicate logic,
Knowledge Inference, Planning and Machine Learning, Expert Systems and Meta
Knowledge.
Author(s): St Anne College of Engineering and
Technology
This book covers recent advances of machine learning techniques in a
broad range of applications in smart cities, automated industry, and emerging
businesses.
This note
covers the following topics: Introduction to Artificial Intelligence, State
Space, Representation and Search, Prolog Introduction, Lists, Predicates and
Relations, IO, Arithmetic and Control flow, Recursion with Examples, Games,
Heuristics, Game Playing, Knowledge Representation, Threshold Logic Units and
Artificial Neural networks.