Honeybees are essential pollinators for agriculture and natural ecosystems. Stressors like climate change, habitat loss and pesticide exposure threaten their ability to forage for pollen, a critical ...

verl is a flexible, efficient and production-ready RL training library for large language models (LLMs). verl is the open-source version of HybridFlow: A Flexible and Efficient RLHF Framework paper.

Rogers McCloud Jr., 20, has been charged with capital murder in the death of his girlfriend, 21-year-old Gennia Grimes, a member of the Alabama State University Honey Beez dance team and senior at ...

Lee Jae Wook is set to lead Netflix’s upcoming horror-fantasy series Honey Pot Project (working title). This marks yet another daring move in the actor’s rising career. His agency, Log Studio ...

A novel adaptive safety-certified reinforcement learning (RL) algorithm is proposed, leveraging control barrier functions (CBFs) to enable safe learning of the optimal policy during the online ...

This is achieved through the adaptive allocation of VNFs and the control of traffic routing between them. Our approach incorporates multi-task deep reinforcement learning to manage the coexistence of ...

Making decisions is a critical aspect of human behavior. Reinforcement learning has been investigated in decision-making experiments with the goal of deciphering learning and improve our understanding ...

Rule-based reinforcement learning (RL) or reinforcement fine-tuning (RFT) is a promising alternative, requiring only dozens to thousands of samples instead of massive datasets. Various approaches have ...

If you find this project useful, welcome to cite us. @article{lu2025ui, title={UI-R1: Enhancing Action Prediction of GUI Agents by Reinforcement Learning}, author={Lu, Zhengxi and Chai, Yuxiang and ...