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Can Artificial Intelligence Solve Poverty?
Artificial Intelligence
Introduction
Intelligent Agents
Problem-solving
Solving Problems by Searching
Informed Search and Exploration
Constraint Satisfaction Problems
Adversarial Search
Knowledge and reasoning
Logical Agents
First-Order Logic
Inference in First-Order Logic
Knowledge Representation
Planning
Planning
Planning and Acting in the Real World
Uncertain knowledge and reasoning
Uncertainty
Probabilistic Reasoning
Probabilistic Reasoning over Time
Making Simple Decisions
Making Complex Decisions
Learning
Learning from Observations
Knowledge in Learning
Statistical Learning Methods
Reinforcement Learning
Communicating, perceiving, and acting
Communication
Probabilistic Language Processing
Perception
Robotics
Conclusions
Philosophical Foundations
AI: Present and Future
Mathematical background
Notes on Languages and Algorithms
Teach online with
Probabilistic Language Processing
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