Can I read Genetic Programming Theory and Practice XIX on EtoBox?

Genetic Programming Theory and Practice XIX by Leonardo Trujillo ,Stephan M. Winkler, Sara Silva, Wolfgang Banzhaf is a nonfiction available to read on EtoBox.

What is Genetic Programming Theory and Practice XIX about?

This book brings together some of the most impactful researchers in the field of Genetic Programming (GP), each one working on unique and interesting intersections of theoretical development and practical applications of this evolutionary-based Machine Learning paradigm. Topics of particular interest for this year ́s book include powerful modeling techniques through GP-based symbolic regression, novel selection mechanisms that help guide the evolutionary process, modular approaches to GP, and applications in cybersecurity, biomedicine and program synthesis, as well as papers by practitioner of GP that focus on usability and real-world results. In summary, readers will get a glimpse of the current state of the art in GP research. We present a GUI-driven and efficient Genetic Programming (GP) and AI Planning framework designed for agent-based learning research. Our framework, ABL-Unity3D, is built in Unity3D, a game development environment. ABL-Unity3D addresses challenges entailed in co-opting Unity3D: making the simulator serve agent learning rather than humans playing a game, lowering fitness evaluation time to make learning computationally feasible, and interfacing GP with an AI

Who reads Genetic Programming Theory and Practice XIX?

Author

Leonardo Trujillo ,Stephan M. Winkler, Sara Silva, Wolfgang Banzhaf

Publisher

SPRINGER VERLAG, SINGAPOR

Published

2023

Language

EN

ISBN

9789811984594

Category

nonfiction

Subjects

Computer Science, Medical, Mathematics