About

The ​​Reinforcement Learning Evolution Foundation is a 501(c)(3) nonprofit organization dedicated to a bold vision: ​​evolving reinforcement learning (RL) while using RL to drive progress across all fields of science, industry, and society.​

Unlike traditional foundations that focus on standardization and stability, ​​we embrace experimentation, radical innovation, and real-world impact.​​ We believe RL's true potential lies not in rigid frameworks, but in ​​breaking boundaries​​—whether in robotics, finance, or beyond.

Annual Topic

We believe focused innovation drives meaningful progress. Each year, we select a ​​groundbreaking theme​​ that pushes the boundaries of what RL can achieve. This annual focus allows us to ​cConcentrate resources​​ on solving high-impact challenges through targeted research initiatives, and ​​foster interdisciplinary collaboration​​ by bringing together domain experts and RL researchers.

Annual Topic of 2025: Embodied Reinforcement Intelligence.

Project Incubator

We actively seek out ​​high-potential RL projects​​—whether from independent researchers, startups, or academic labs—and provide them with ​​computing resources, mentorship, and funding​​ to accelerate their growth. If your idea could redefine RL's future, ​​we want to hear about it.​

Contact Us

To learn more about our vision and progress, we invite you to read our Events page. For partnership inquiries, funding opportunities, or project proposals, our team welcomes your emails at contact@rlevolution.org. We're particularly interested in hearing from researchers and organizations working on cutting-edge RL applications that align with our annual themes.