G$^2$RPO-A: Guided Group Relative Policy Optimization with Adaptive Guidance
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Yongxin, Deng, Wenbo, Cheng, Zhenglin, Tang, Xiaoying |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TreeRPO: Tree Relative Policy Optimization
by: Yang, Zhicheng, et al.
Published: (2025)
by: Yang, Zhicheng, et al.
Published: (2025)
PhySe-RPO: Physics and Semantics Guided Relative Policy Optimization for Diffusion-Based Surgical Smoke Removal
by: Fang, Zining, et al.
Published: (2026)
by: Fang, Zining, et al.
Published: (2026)
Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models
by: Guo, Yongxin, et al.
Published: (2024)
by: Guo, Yongxin, et al.
Published: (2024)
StaRPO: Stability-Augmented Reinforcement Policy Optimization
by: Zhang, Jinghan, et al.
Published: (2026)
by: Zhang, Jinghan, et al.
Published: (2026)
Reflective Preference Optimization (RPO): Enhancing On-Policy Alignment via Hint-Guided Reflection
by: Zhao, Zihui, et al.
Published: (2025)
by: Zhao, Zihui, et al.
Published: (2025)
FedCCRL: Federated Domain Generalization with Cross-Client Representation Learning
by: Wang, Xinpeng, et al.
Published: (2024)
by: Wang, Xinpeng, et al.
Published: (2024)
RPO:Reinforcement Fine-Tuning with Partial Reasoning Optimization
by: Yi, Hongzhu, et al.
Published: (2026)
by: Yi, Hongzhu, et al.
Published: (2026)
RPO-RAG: Aligning Small LLMs with Relation-aware Preference Optimization for Knowledge Graph Question Answering
by: Um, Kaehyun, et al.
Published: (2026)
by: Um, Kaehyun, et al.
Published: (2026)
EP-GRPO: Entropy-Progress Aligned Group Relative Policy Optimization with Implicit Process Guidance
by: Yu, Song, et al.
Published: (2026)
by: Yu, Song, et al.
Published: (2026)
ScRPO: From Errors to Insights
by: Li, Lianrui, et al.
Published: (2025)
by: Li, Lianrui, et al.
Published: (2025)
AceGRPO: Adaptive Curriculum Enhanced Group Relative Policy Optimization for Autonomous Machine Learning Engineering
by: Cai, Yuzhu, et al.
Published: (2026)
by: Cai, Yuzhu, et al.
Published: (2026)
RPO: Fine-Tuning Visual Generative Models via Rich Vision-Language Preferences
by: Zhao, Hanyang, et al.
Published: (2025)
by: Zhao, Hanyang, et al.
Published: (2025)
AGPO: Adaptive Group Policy Optimization with Dual Statistical Feedback
by: Hu, Miaobo, et al.
Published: (2026)
by: Hu, Miaobo, et al.
Published: (2026)
Hybrid Group Relative Policy Optimization: A Multi-Sample Approach to Enhancing Policy Optimization
by: Sane, Soham
Published: (2025)
by: Sane, Soham
Published: (2025)
NGRPO: Negative-enhanced Group Relative Policy Optimization
by: Nan, Gongrui, et al.
Published: (2025)
by: Nan, Gongrui, et al.
Published: (2025)
Reward Guidance for Reinforcement Learning Tasks Based on Large Language Models: The LMGT Framework
by: Deng, Yongxin, et al.
Published: (2024)
by: Deng, Yongxin, et al.
Published: (2024)
Unifying Group-Relative and Self-Distillation Policy Optimization via Sample Routing
by: Li, Gengsheng, et al.
Published: (2026)
by: Li, Gengsheng, et al.
Published: (2026)
Dynamic-TreeRPO: Breaking the Independent Trajectory Bottleneck with Structured Sampling
by: Fu, Xiaolong, et al.
Published: (2025)
by: Fu, Xiaolong, et al.
Published: (2025)
ANO: A Principled Approach to Robust Policy Optimization
by: Zhang, Yiheng, et al.
Published: (2026)
by: Zhang, Yiheng, et al.
Published: (2026)
CoRPO: Adding a Correctness Bias to GRPO Improves Generalization
by: Garg, Anisha, et al.
Published: (2025)
by: Garg, Anisha, et al.
Published: (2025)
PIDP-Attack: Combining Prompt Injection with Database Poisoning Attacks on Retrieval-Augmented Generation Systems
by: Wang, Haozhen, et al.
Published: (2026)
by: Wang, Haozhen, et al.
Published: (2026)
CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning Models
by: Lin, Zhihang, et al.
Published: (2025)
by: Lin, Zhihang, et al.
Published: (2025)
Relative Policy-Transition Optimization for Fast Policy Transfer
by: Xu, Jiawei, et al.
Published: (2022)
by: Xu, Jiawei, et al.
Published: (2022)
AudioMoG: Guiding Audio Generation with Mixture-of-Guidance
by: Wang, Junyou, et al.
Published: (2025)
by: Wang, Junyou, et al.
Published: (2025)
Leveraging Group Relative Policy Optimization to Advance Large Language Models in Traditional Chinese Medicine
by: Xie, Jiacheng, et al.
Published: (2025)
by: Xie, Jiacheng, et al.
Published: (2025)
Sequential Policy Gradient for Adaptive Hyperparameter Optimization
by: Li, Zheng, et al.
Published: (2025)
by: Li, Zheng, et al.
Published: (2025)
Grounding Multi-Hop Reasoning in Structural Causal Models via Group Relative Policy Optimization
by: Bu, Yunhan, et al.
Published: (2026)
by: Bu, Yunhan, et al.
Published: (2026)
More Than One Teacher: Adaptive Multi-Guidance Policy Optimization for Diverse Exploration
by: Yuan, Xiaoyang, et al.
Published: (2025)
by: Yuan, Xiaoyang, et al.
Published: (2025)
Personalized Group Relative Policy Optimization for Heterogenous Preference Alignment
by: Wang, Jialu, et al.
Published: (2026)
by: Wang, Jialu, et al.
Published: (2026)
Information-Consistent Language Model Recommendations through Group Relative Policy Optimization
by: Prabhune, Sonal, et al.
Published: (2025)
by: Prabhune, Sonal, et al.
Published: (2025)
Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees
by: Ma, Xiaoyu, et al.
Published: (2026)
by: Ma, Xiaoyu, et al.
Published: (2026)
Group Orthogonalized Policy Optimization:Group Policy Optimization as Orthogonal Projection in Hilbert Space
by: Zixian, Wang
Published: (2026)
by: Zixian, Wang
Published: (2026)
AGRO-SQL: Agentic Group-Relative Optimization with High-Fidelity Data Synthesis
by: Yang, Cehua, et al.
Published: (2025)
by: Yang, Cehua, et al.
Published: (2025)
AGPO: Asymmetric Group Policy Optimization for Verifiable Reasoning and Search Ads Relevance at JD
by: Xu, Yang, et al.
Published: (2026)
by: Xu, Yang, et al.
Published: (2026)
Extending Group Relative Policy Optimization to Continuous Control: A Theoretical Framework for Robotic Reinforcement Learning
by: Khanda, Rajat, et al.
Published: (2025)
by: Khanda, Rajat, et al.
Published: (2025)
DaGRPO: Rectifying Gradient Conflict in Reasoning via Distinctiveness-Aware Group Relative Policy Optimization
by: Xie, Xuan, et al.
Published: (2025)
by: Xie, Xuan, et al.
Published: (2025)
EBPO: Empirical Bayes Shrinkage for Stabilizing Group-Relative Policy Optimization
by: Han, Kevin, et al.
Published: (2026)
by: Han, Kevin, et al.
Published: (2026)
MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimization
by: Zhang, Jian, et al.
Published: (2025)
by: Zhang, Jian, et al.
Published: (2025)
M$^{2}$GRPO: Mamba-based Multi-Agent Group Relative Policy Optimization for Biomimetic Underwater Robots Pursuit
by: Feng, Yukai, et al.
Published: (2026)
by: Feng, Yukai, et al.
Published: (2026)
Hierarchy-of-Groups Policy Optimization for Long-Horizon Agentic Tasks
by: He, Shuo, et al.
Published: (2026)
by: He, Shuo, et al.
Published: (2026)
Similar Items
-
TreeRPO: Tree Relative Policy Optimization
by: Yang, Zhicheng, et al.
Published: (2025) -
PhySe-RPO: Physics and Semantics Guided Relative Policy Optimization for Diffusion-Based Surgical Smoke Removal
by: Fang, Zining, et al.
Published: (2026) -
Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models
by: Guo, Yongxin, et al.
Published: (2024) -
StaRPO: Stability-Augmented Reinforcement Policy Optimization
by: Zhang, Jinghan, et al.
Published: (2026) -
Reflective Preference Optimization (RPO): Enhancing On-Policy Alignment via Hint-Guided Reflection
by: Zhao, Zihui, et al.
Published: (2025)