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I've become interested in AI and want to keep up with the latest AI research. Can someone recommend the top 2-3 AI journals I should read?
Some good journals are:
Journal of Artificial Intelligence Research (JAIR)
Artificial Intelligence
Also JMLR (Journal of Machine Learning Research) is a GREAT journal (as mentioned in another post), but it deals only with Machine Learning (a subset of AI) and not with other AI related fields.
Perhaps a bit broader in scope for your interests but take a look at the Journal of Machine Learning Research and it's sister software repository Machine learning open source software.
If you really want to know the latest advances in AI you should also pay attention to high profile conferences such as:
International Joint Conference on Artificial Intelligence (IJCAI)
Association for the Advancement of Artificial Intelligence (AAAI)
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I need to know the important of Discrete Mathematics in Artificial Intelligence.
Discrete mathematics will help you to understand fundamental structures in mathematics while all the while training you to develop logic intuitions (writing proofs of induction, introducing you to techniques like the pigeon-hole principle).
To go into Artificial Intelligence there really isn't a straight forward path as AI as an umbrella has widened so much since the term was coined but people just decided to stick to it because it made sense to call every sub discipline -- Machine learning, Decision making, NLP, Question answering, Info retrieval -- as AI.
Once you have a strong grounding in writng proofs and understanding logic you can get started with specific areas by diving into the latest research. If not, you have to strengthen your foundations by working on a discrete mathematics course perhaps.In this way,Discrete mathematics will help you in Artificial Intelligence.
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I'm senior in highschool and really confused about what I should be studying in order to learn how to build AI robots/technologies. I know I must study Computer Science first and foremost. But I also want to learn the hardware side of building AI robots too.
Should I be studying Computer Science plus:
a) Mechatronics; to learn electrical, mechanical and software aspects all in one.
b) Computer Engineering; to learn how to design hardware with software e.g. circuits, chips etc.
Or should I be studying completely different subjects in College?
P.s. If Mr Tony Stark can help me out on this one... well that would be great ;)
In fact there is more and more specialization in the jobs and the specialization is growing. You are unlikely to use both HW and SW AI skills at once at a job. Also the knowledge gets outdated very quickly, so the ability and desire to constantly learn new technologies is more important than the knowledge itself.
I would advice to learn what you like most if you have a choice and do not learn what you do not like.
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I'm working on an artificial intelligence project, right now I am working on the subgoal of total "knowledge-representation". Expressing anything a human can express, basically.
I want to share my vision for the way to create artificial intelligence. Where is the place for that?
I have looked around, and not found a "lively community" for artificial intelligence. I've seen forums for specific AI related project. But that's not the right place. Doesn't seem right to go to attempto's forum and start talking about "how to create AI".
My project needs others to help. And so far, I have not found help.
Is there an "Artificial intelligence community"? Where I can talk about my language? And share my vision?
If not, maybe I should start an AI community, myself? But again, I am an outsider, to the established AI researchers. I don't know what I'd need to do to get the right people attracted to my community.
AI is a highly active academia research field.
Publish academic papers about it. Through the paper, you'll get in contact with people interested by your stuff.
If it's not worth a paper or an academic article, then it's probably not worth a community either.
Have a look at chatbots.org - they have an active community and although focused on chatbots, they have discussions covering many areas of AI.
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I am planning to do one project on Meta heuristics based on planning and scheduling.
But i have not yet studies Artificial intelligence subjects. I have studies neural networks subjects. I want to know that can i start straight with Meta Heuristics books and tutorials
or i need to know Artificial intelligence before diving into meta heuristics
No. I took a class on Intelligent Algorithms (simulated annealing, boids, particle swarm, genetic algorithms, neural networks) with no AI background.
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I am not a mathematician but want to dive into AI. I did a search on Amazon and like tens of thousands of books appeared on the shelf (well, almost).
Which one should I pick as a AI beginner with not much mathematical knowledge? I mean I don't want a book that explains everything by formulas only. I had one like that a few years ago and stopped thinking about AI.
Russel and Norvig is the canonical one.
I bought this book 2 years ago when I wanted to start learn about AI:
Artificial Intelligence: A Beginner's Guide (Beginners Guide), by Blay Whitby
It's very basic and everything is explained in a way anyone can relate to. Also it's not a lot to read. A good place to start out to learn the basic concepts.
An introduction to AI by his father would be "Society of Mind" by Marvin Minsky.
Practical Artificial Intelligence Programming With Java, Third Edition, by Mark Watson
A decent amount of code, but not much math. Plus it's free for non-commercial use.
I think something like this goes into just the right amount of depth:
Introduction to Artificial Intelligence: Second, Enlarged Edition, by Philip C. Jackson Jr.
There's some mathematics, but it's minimal. It's a Dover book, so it doesn't cost very much either.