GitHub

RLinf: Reinforcement Learning Infrastructure for Post-training

RLinf is a flexible and scalable open-source infrastructure designed for post-training foundation models via reinforcement learning. The 'inf' in RLinf stands for Infrastructure, highlighting its role ...
IEEE

Dynamic Evolution of Complex Networks: A Reinforcement Learning Approach Applying Evolutionary Games to Community Structure

Abstract: Complex networks serve as abstract models for understanding real-world complex systems and provide frameworks for studying structured dynamical systems. This article addresses limitations in ...
GitHub

ROLL: Reinforcement Learning Optimization for Large-Scale Learning

[06/25/2025] 🎉 Support thread env for env scaling and support qwen2.5 VL agentic pipeline. [06/13/2025] 🎉 Support Qwen2.5 VL rlvr pipeline and upgrade mcore to 0.12 version. [06/09/2025] 🎉 ROLL ...
IEEE

Safe Reinforcement Learning on the Constraint Manifold: Theory and Applications

Abstract: Integrating learning-based techniques, especially reinforcement learning, into robotics is promising for solving complex problems in unstructured environments. Most of the existing ...
C&EN

RLSynC: Offline–Online Reinforcement Learning for Synthon Completion

Department of Computer Science and Engineering, College of Engineering, The Ohio State University, Columbus, Ohio 43210, United States Translational Data Analytics Institute, The Ohio State University ...