Intelligent agents, search, knowledge representation, reasoning, and learning
Course notes and learning materials for Artificial Intelligence (CSE-4101), 4th Year 1st Semester of the JnU B.Sc. in CSE curriculum — covering intelligent agents, problem solving by search, knowledge representation and reasoning, uncertain reasoning, machine learning foundations, and AI applications.
1 chapters · 45 min
7 chapters · 330 min
Players, strategies, payoffs, and the birth of strategic thinking
Battle of the Sexes and the Prisoner's Dilemma, the most influential 2x2 games in history
Strict and weak dominance, and what it means when no strategy dominates
When pure strategies fail, randomization takes over and keeps the opponent guessing
When players move one at a time, game trees and backward induction take over
Refining Nash Equilibrium for sequential games and reading game trees
What players know, what they don't, and why it changes every equilibrium
Reasoning with degrees of truth instead of just yes and no