I’m beyond excited to announce our MIT Press book on Neuroevolution! An HTML version is now available for free on
neuroevolutionbook.com/, with a print edition coming out later in 2026.
Real intelligence is not static; it evolves. For decades, the field of neuroevolution has pursued this necessary adaptability. Our book chronicles its development, from early concepts to its modern integration with deep learning and reinforcement learning, exploring its potential for understanding the origins of intelligence and its real-world applications.
And the companion webpage is more than just a book site! It comes equipped with interactive demos, videos, exercises, and tutorials to allow everyone to experience neuroevolution in action. Check it out and let us know what you think!
It was a pleasure to work on this book over the last 4+ years with David (
@hardmaru), Yujin (
@yujin_tang), and Risto. We are incredibly proud of the result and look forward to celebrating! We hope to connect with many of you at NeurIPS.
We are very grateful to Melanie Mitchell (
@MelMitchell1) who provided a fantastic foreword. To quote her: “The next big thing in AI is coming, and I suspect that neuroevolution will be a major part of it”. We think so too!