SSRL: Self-Search Reinforcement Learning
Fuente:
arXiv
Guardado en:
| Autores principales: | Fan, Yuchen, Zhang, Kaiyan, Zhou, Heng, Zuo, Yuxin, Chen, Yanxu, Fu, Yu, Long, Xinwei, Zhu, Xuekai, Jiang, Che, Zhang, Yuchen, Kang, Li, Chen, Gang, Huang, Cheng, He, Zhizhou, Wang, Bingning, Bai, Lei, Ding, Ning, Zhou, Bowen |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Towards a Unified View of Large Language Model Post-Training
por: Lv, Xingtai, et al.
Publicado: (2025)
por: Lv, Xingtai, et al.
Publicado: (2025)
TTRL: Test-Time Reinforcement Learning
por: Zuo, Yuxin, et al.
Publicado: (2025)
por: Zuo, Yuxin, et al.
Publicado: (2025)
PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning
por: Zhu, Xuekai, et al.
Publicado: (2023)
por: Zhu, Xuekai, et al.
Publicado: (2023)
Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models
por: Lv, Xingtai, et al.
Publicado: (2025)
por: Lv, Xingtai, et al.
Publicado: (2025)
MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding
por: Zuo, Yuxin, et al.
Publicado: (2025)
por: Zuo, Yuxin, et al.
Publicado: (2025)
Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization
por: Hua, Ermo, et al.
Publicado: (2024)
por: Hua, Ermo, et al.
Publicado: (2024)
LFQA-E: Carefully Benchmarking Long-form QA Evaluation
por: Fan, Yuchen, et al.
Publicado: (2024)
por: Fan, Yuchen, et al.
Publicado: (2024)
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
por: Long, Xinwei, et al.
Publicado: (2025)
por: Long, Xinwei, et al.
Publicado: (2025)
SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning
por: Li, Haozhan, et al.
Publicado: (2025)
por: Li, Haozhan, et al.
Publicado: (2025)
Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation
por: Pan, Jiadong, et al.
Publicado: (2025)
por: Pan, Jiadong, et al.
Publicado: (2025)
Deflated HeteroPCA: Overcoming the curse of ill-conditioning in heteroskedastic PCA
por: Zhou, Yuchen, et al.
Publicado: (2023)
por: Zhou, Yuchen, et al.
Publicado: (2023)
Post-Trained MoE Can Skip Half Experts via Self-Distillation
por: Lv, Xingtai, et al.
Publicado: (2026)
por: Lv, Xingtai, et al.
Publicado: (2026)
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models
por: Cui, Ganqu, et al.
Publicado: (2025)
por: Cui, Ganqu, et al.
Publicado: (2025)
How Far Can Unsupervised RLVR Scale LLM Training?
por: He, Bingxiang, et al.
Publicado: (2026)
por: He, Bingxiang, et al.
Publicado: (2026)
Emotion-Director: Bridging Affective Shortcut in Emotion-Oriented Image Generation
por: Jia, Guoli, et al.
Publicado: (2025)
por: Jia, Guoli, et al.
Publicado: (2025)
A-MapReduce: Executing Wide Search via Agentic MapReduce
por: Chen, Mingju, et al.
Publicado: (2026)
por: Chen, Mingju, et al.
Publicado: (2026)
Generative Multi-Modal Knowledge Retrieval with Large Language Models
por: Long, Xinwei, et al.
Publicado: (2024)
por: Long, Xinwei, et al.
Publicado: (2024)
Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning
por: Liu, Yuhong, et al.
Publicado: (2025)
por: Liu, Yuhong, et al.
Publicado: (2025)
Teaching Thinking Models to Reason with Tools: A Full-Pipeline Recipe for Tool-Integrated Reasoning
por: Cheng, Qianjia, et al.
Publicado: (2026)
por: Cheng, Qianjia, et al.
Publicado: (2026)
A Survey of Reinforcement Learning for Large Reasoning Models
por: Zhang, Kaiyan, et al.
Publicado: (2025)
por: Zhang, Kaiyan, et al.
Publicado: (2025)
How to Synthesize Text Data without Model Collapse?
por: Zhu, Xuekai, et al.
Publicado: (2024)
por: Zhu, Xuekai, et al.
Publicado: (2024)
Towards Building Specialized Generalist AI with System 1 and System 2 Fusion
por: Zhang, Kaiyan, et al.
Publicado: (2024)
por: Zhang, Kaiyan, et al.
Publicado: (2024)
Critical Data Size of Language Models from a Grokking Perspective
por: Zhu, Xuekai, et al.
Publicado: (2024)
por: Zhu, Xuekai, et al.
Publicado: (2024)
CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following
por: Zhang, Kaiyan, et al.
Publicado: (2024)
por: Zhang, Kaiyan, et al.
Publicado: (2024)
Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention
por: Lv, Xingtai, et al.
Publicado: (2024)
por: Lv, Xingtai, et al.
Publicado: (2024)
MARS$^2$: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
por: Li, Pengfei, et al.
Publicado: (2026)
por: Li, Pengfei, et al.
Publicado: (2026)
Faster Diffusion Models via Higher-Order Approximation
por: Li, Gen, et al.
Publicado: (2025)
por: Li, Gen, et al.
Publicado: (2025)
EVA-Score: Evaluating Abstractive Long-form Summarization on Informativeness through Extraction and Validation
por: Fan, Yuchen, et al.
Publicado: (2024)
por: Fan, Yuchen, et al.
Publicado: (2024)
Inverse Flow and Consistency Models
por: Zhang, Yuchen, et al.
Publicado: (2025)
por: Zhang, Yuchen, et al.
Publicado: (2025)
Process Reinforcement through Implicit Rewards
por: Cui, Ganqu, et al.
Publicado: (2025)
por: Cui, Ganqu, et al.
Publicado: (2025)
Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding
por: Zhang, Kaiyan, et al.
Publicado: (2024)
por: Zhang, Kaiyan, et al.
Publicado: (2024)
Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process
por: Hua, Ermo, et al.
Publicado: (2024)
por: Hua, Ermo, et al.
Publicado: (2024)
Introducing new resonant soft x-ray scattering capability in SSRL
por: Kuo, Cheng-Tai, et al.
Publicado: (2025)
por: Kuo, Cheng-Tai, et al.
Publicado: (2025)
Towards a unified framework for guided diffusion models
por: Jiao, Yuchen, et al.
Publicado: (2025)
por: Jiao, Yuchen, et al.
Publicado: (2025)
Connections between reinforcement learning with feedback,test-time scaling, and diffusion guidance: An anthology
por: Jiao, Yuchen, et al.
Publicado: (2025)
por: Jiao, Yuchen, et al.
Publicado: (2025)
Stochastic Runge-Kutta Methods: Provable Acceleration of Diffusion Models
por: Wu, Yuchen, et al.
Publicado: (2024)
por: Wu, Yuchen, et al.
Publicado: (2024)
UltraMedical: Building Specialized Generalists in Biomedicine
por: Zhang, Kaiyan, et al.
Publicado: (2024)
por: Zhang, Kaiyan, et al.
Publicado: (2024)
Oxide MBE-ARPES at SSRL Beamline 5-2
por: Hashimoto, Makoto, et al.
Publicado: (2024)
por: Hashimoto, Makoto, et al.
Publicado: (2024)
ROAD: Responsibility-Oriented Reward Design for Reinforcement Learning in Autonomous Driving
por: Chen, Yongming, et al.
Publicado: (2025)
por: Chen, Yongming, et al.
Publicado: (2025)
Optimal Convergence Analysis of DDPM for General Distributions
por: Jiao, Yuchen, et al.
Publicado: (2025)
por: Jiao, Yuchen, et al.
Publicado: (2025)
Ejemplares similares
-
Towards a Unified View of Large Language Model Post-Training
por: Lv, Xingtai, et al.
Publicado: (2025) -
TTRL: Test-Time Reinforcement Learning
por: Zuo, Yuxin, et al.
Publicado: (2025) -
PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning
por: Zhu, Xuekai, et al.
Publicado: (2023) -
Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models
por: Lv, Xingtai, et al.
Publicado: (2025) -
MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding
por: Zuo, Yuxin, et al.
Publicado: (2025)