University of the Philippines, Diliman
Department of Computer Science
CS 180: Introduction to Artificial Intelligence
History of Artificial Intelligence
Artificial Intelligence
Thinking vs Behavior
Human Model vs Ideal Model
History of Artificial Intelligence
Gestation Period (1943 - 1955)
Early neural networks
Turing test, machine learning, genetic algorithms, reinforcement learning
History of Artificial Intelligence
The Birth of AI (1956)
A two-month workshop at Dartmouth, headed by John McCarthy
AI as a separate field
History of Artificial Intelligence
Early Enthusiasm, Great Expectations (1952 - 1969)
General Problem Solver
Geometry Theorem Prover
Very bold predictions of the future of AI
History of Artificial Intelligence
Knowledge-Based Systems (1969 - 1979)
Expert Systems
DENDRAL and MYCIN
History of Artificial Intelligence
Return of ANNs (1986)
Backpropagation Algorithm
History of Artificial Intelligence
Emergence of Intelligent Agents (1995)
Complete agent architecture
History of Artificial Intelligence
Deep Learning Hype
Deep Convolutional Neural Networks (CNN)
Recurrent Neural Networks (RNN)
Long Short-Term Memory (LSTM)
Modern Artificial Intelligence
Human-level AI
Big Data