Constraint-Based Reasoning


Index of Best AI/Machine Learning Resources – Hacker Noon

#artificialintelligence

Artificial Intelligence/Machine Learning field is getting a lot of attention right now, and knowing where to start can be a little difficult. I've been dabbling in this field, so I thought of curating the best resources in one place. All of these are curated based on if it's an inspiring read or a valuable resource. I hope this curated list help you get started on what you need to know about AI/Machine Learning on a technical level. Design intelligent agents to solve real-world problems including, search, games, machine learning, logic, and constraint satisfaction problems.


New Content Exploration Experience in BME

#artificialintelligence

As a creative marketer, you are already living and breathing the content you create, manage, and deliver to your audience. But if you're like most of us, it can sometimes be hard to see the forest for the trees. With that in mind, we have developed a powerful new platform for exploring and managing content within the Boomtrain Marketing Engine. This new feature allows you to easily see what content Boomtrain has ingested from your site, explore your content through flexible and powerful filtering, and establish global constraints for content recommendations within Boomtrain.



16 free E-books to kickstart your Artificial Intelligence programming - Coding Security

#artificialintelligence

Provides readable, inductive definitions and offers a unified framework using Getzen systems. This textbook, aimed at junior to senior undergraduate students and first-year graduate students, presents artificial intelligence (AI) using a coherent framework to study the design of intelligent computational agents. This book has been written for both professional programmers and home hobbyists who already know how to program in Java and who want to learn practical AI programming techniques. Provides readable, inductive definitions and offers a unified framework using Getzen systems.



The traveling salesman problem and minimum spanning trees

Classics

This paper explores new approaches to the symmetric traveling-salesman problem in which 1-trees, which are a slight variant of spanning trees, play an essential role. A 1-tree is a tree together with an additional vertex connected to the tree by two edges. We observe that (i) a tour is precisely a 1-tree in which each vertex has degree 2, (ii) a minimum 1-tree is easy to compute, and (iii) the transformation on “intercity distances” cij → Cij + πi + πj leaves the traveling-salesman problem invariant but changes the minimum 1-tree. Operations Research, 18, 1138–1162.