6 Repos
Reinforcement learning approaches that utilize value functions or process verifiers.
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An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model
Scaling reinforcement learning on base models using open approaches.
✨ Getting Started • 📖 Introduction 🔧 Usage • 📃 Evaluation • 🎈 Citation • 🌻 Acknowledgement • 📈 Star History
Process reinforcement learning using implicit reward signals.
Free Process Rewards without Process Labels
Generating process rewards without requiring explicit process labels.
This repository contains the official implementation of AutoPSV: Automated Process-Supervised Verifier, accepted at NeurIPS 2024 (poster).
Automated verification for process-supervised reinforcement learning.
Enhancing Vision-Language Model Training with Reinforcement Learning in Synthetic Worlds for Real-World Success
Reinforcement learning for vision-language models in synthetic environments.
📄 Paper Link 🤗 VerIPO-7B-v1.0
Iterative policy optimization for long-reasoning video models.