A curated list of awesome Artificial Intelligence (AI) courses, books, video lectures and papers.
Contributions most welcome.
- MIT Artifical Intelligence Videos - MIT AI Course
- Intro to Artificial Intelligence - Learn the Fundamentals of AI. Course run by Peter Norvig
- EdX Artificial Intelligence - The course will introduce the basic ideas and techniques underlying the design of intelligent computer systems
- Artificial Intelligence Planning - Planning is a fundamental part of intelligent systems. In this course, for example, you will learn the basic algorithms that are used in robots to deliberate over a course of actions to take
- Artificial Intelligence for Robotics - This class will teach you basic methods in Artificial Intelligence, including: probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics
- Machine Learning - Basic machine learning algorithms for supervised and unsupervised learning
- Artificial Intelligence: A Modern Approach Stuart Russell & Peter Norvig
- The Cambridge Handbook of Artificial Intelligence - Written for non-specialists, it covers the discipline's foundations, major theories, and principal research areas, plus related topics such as artificial life
- The Emotion Machine: Commonsense Thinking, Artificial Intelligence, and the Future of the Human Mind - In this mind-expanding book, scientific pioneer Marvin Minsky continues his groundbreaking research, offering a fascinating new model for how our minds work
- Artificial Intelligence: A New Synthesis - Beginning with elementary reactive agents, Nilsson gradually increases their cognitive horsepower to illustrate the most important and lasting ideas in AI
- Prolog Programming for Artificial Intelligence - This best-selling guide to Prolog and Artificial Intelligence concentrates on the art of using the basic mechanisms of Prolog to solve interesting AI problems.
- AI Algorithms, Data Structures and Idioms in Prolog, Lisp and Java - PDF here
- Superintelligence - Superintelligence asks the questions: What happens when machines surpass humans in general intelligence. A really great book.
- Our Final Invention: Artificial Intelligence and the End of the Human Era - Our Final Invention explores the perils of the heedless pursuit of advanced AI. Until now, human intelligence has had no rival. Can we coexist with beings whose intelligence dwarfs our own? And will they allow us to?
- Foundations of computational agents - This book is published by Cambridge University Press, 2010
- The Quest for Artificial Intelligence - This book traces the history of the subject, from the early dreams of eighteenth-century (and earlier) pioneers to the more successful work of today's AI engineers.