Courses
Courses with Lecture Videos
UC Berkeley CS188 Intro to AI
- course schedule: https://people.eecs.berkeley.edu/~russell/classes/cs188/f14/course_schedule.html
- lecture_videos: https://people.eecs.berkeley.edu/~russell/classes/cs188/f14/lecture_videos.html
- lecture videos: http://ai.berkeley.edu/lecture_videos.html
UC Berkeley CS188 Intro to AI – Course Materials
- homepage: http://ai.berkeley.edu/home.html
(edX) Artificial Intelligence (AI)
Books
Notes on Artificial Intelligence (open source notebook)
- homepage: http://frnsys.com/ai_notes/
- github: https://github.com/frnsys/ai_notes
Artificial Intelligence - A Modern Approach (Russell And Norvig)
Artificial Intelligence and Games
-
intro: A Springer Textbook By Georgios N. Yannakakis and Julian Togelius - homepage: http://gameaibook.org/
- draft: http://gameaibook.org/book.pdf
Papers
Building Machines That Learn and Think Like People
Learning Multiagent Communication with Backpropagation
Genetic Fuzzy based Artificial Intelligence for Unmanned Combat Aerial Vehicle Control in Simulated Air Combat Missions
- paper: http://www.omicsgroup.org/journals/genetic-fuzzy-based-artificial-intelligence-for-unmanned-combat-aerialvehicle-control-in-simulated-air-combat-missions-2167-0374-1000144.pdf
- blog: http://magazine.uc.edu/editors_picks/recent_features/alpha.html
Projects
Universe: a software platform for measuring and training an AI’s general intelligence across the world’s supply of games, websites and other applications
- homepage: https://universe.openai.com/
- github: https://github.com/openai/universe
- github: https://github.com/openai/universe-starter-agent
Malmö: a platform for Artificial Intelligence experimentation and research built on top of Minecraft
- intro: Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment.
- github: https://github.com/Microsoft/malmo
- blog: https://blogs.microsoft.com/next/2016/07/07/project-malmo-lets-researchers-use-minecraft-ai-research-makes-public-debut/#sm.00000cprgapu2iec3xp063js2t3x3
- review: http://www.zdnet.com/article/microsofts-project-malmo-goes-open-source/
Introducing A.I. Experiments.
- intro: Explore machine learning by playing with pictures, language, music, code, and more.
- homepage: https://aiexperiments.withgoogle.com/
Challenge / Competition
Halite: an artificial intelligence programming challenge
- intro: Contestants write bots to play an original multi-player turn-based strategy game played on a rectangular grid
- homepage: https://halite.io/
- github: https://github.com/HaliteChallenge/Halite
Blogs
Artificial Intelligence Today
http://oberheim.github.io/ai/2016/02/14/artificial-intelligence-today.html
AlphaGo and AI Progress
http://www.milesbrundage.com/blog-posts/alphago-and-ai-progress
CreativeAI: On the Democratisation & Escalation of Creativity — Chapter 01
https://medium.com/@ArtificialExperience/creativeai-9d4b2346faf3#.nst0bspm9
Videos
The Future of AI
- intro: by Rich Sutton [UBC]
- youtube: https://www.youtube.com/watch?v=pD-FWetbvN8
- mirror: http://pan.baidu.com/s/1dEbYp3N
Towards General Artificial Intelligence
- author: Demis Hassabis, Google DeepMind
- youtube: https://www.youtube.com/watch?v=vQXAsdMa_8A
Artificial Intelligence Lecture Videos
- intro: MIT
- homepage: https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/lecture-videos/
Resources
Measuring the Progress of AI Research
- project page: https://www.eff.org/ai/metrics
- github: https://github.com/AI-metrics/AI-metrics
Artificial Intelligence resources
- blog: http://blog.digitalmind.io/post/artificial-intelligence-resources
- blog: https://medium.com/digitalmind/artificial-intelligence-resources-f4efeac949b4#.w4tu89t79
WHAT-AI-CAN-DO-FOR-YOU
- intro: Breakthrough AI Papers and CODE for Any Industry.
- github: https://github.com/ceobillionaire/WHAT-AI-CAN-DO-FOR-YOU