Digital notes on Artificial Intelligence
This
lecture note covers topics starting with an introduction to AI and progressing through
various search strategies and A* search. The text delves into challenges such as
searching with partial observations and constraint satisfaction problems,
introducing techniques like Alpha Beta Pruning. It explores reasoning methods
like forward and backward chaining, syntax and semantics of First-Order Logic,
knowledge engineering, resolution, classical planning, and planning with state
space search.it also handles with topics like acting in nondeterministic domains
and multi-agent planning, Bayes Rule, Bayesian Networks and Dempster Shafer
Theory.It includes learning decision trees and the role of knowledge in
learning.
Author(s): Department
of Information Technology , Malla Reddy College Of Engineering and Technology
143 Pages