Information-Consistent Language Model Recommendations through Group Relative Policy Optimization
Fuente:
arXiv
Saved in:
| Main Authors: | Prabhune, Sonal, Padmanabhan, Balaji, Dutta, Kaushik |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Do LLMs have a Gender (Entropy) Bias?
by: Prabhune, Sonal, et al.
Published: (2025)
by: Prabhune, Sonal, et al.
Published: (2025)
AI Hallucinations: A Misnomer Worth Clarifying
by: Maleki, Negar, et al.
Published: (2024)
by: Maleki, Negar, et al.
Published: (2024)
NGRPO: Negative-enhanced Group Relative Policy Optimization
by: Nan, Gongrui, et al.
Published: (2025)
by: Nan, Gongrui, et al.
Published: (2025)
Hybrid Group Relative Policy Optimization: A Multi-Sample Approach to Enhancing Policy Optimization
by: Sane, Soham
Published: (2025)
by: Sane, Soham
Published: (2025)
IB-GRPO: Aligning LLM-based Learning Path Recommendation with Educational Objectives via Indicator-Based Group Relative Policy Optimization
by: Wang, Shuai, et al.
Published: (2026)
by: Wang, Shuai, et al.
Published: (2026)
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)
GVPO: Group Variance Policy Optimization for Large Language Model Post-Training
by: Zhang, Kaichen, et al.
Published: (2025)
by: Zhang, Kaichen, et al.
Published: (2025)
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)
Group Orthogonalized Policy Optimization:Group Policy Optimization as Orthogonal Projection in Hilbert Space
by: Zixian, Wang
Published: (2026)
by: Zixian, Wang
Published: (2026)
Group-in-Group Policy Optimization for LLM Agent Training
by: Feng, Lang, et al.
Published: (2025)
by: Feng, Lang, 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)
GRPO-VPS: Enhancing Group Relative Policy Optimization with Verifiable Process Supervision for Effective Reasoning
by: Wang, Jingyi, et al.
Published: (2026)
by: Wang, Jingyi, et al.
Published: (2026)
Enhancing LLM-based Search Agents via Contribution Weighted Group Relative Policy Optimization
by: Wang, Junzhe, et al.
Published: (2026)
by: Wang, Junzhe, et al.
Published: (2026)
MC-GRPO: Median-Centered Group Relative Policy Optimization for Small-Rollout Reinforcement Learning
by: Kim, Youngeun
Published: (2026)
by: Kim, Youngeun
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)
EBPO: Empirical Bayes Shrinkage for Stabilizing Group-Relative Policy Optimization
by: Han, Kevin, et al.
Published: (2026)
by: Han, Kevin, et al.
Published: (2026)
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)
Relative Policy-Transition Optimization for Fast Policy Transfer
by: Xu, Jiawei, et al.
Published: (2022)
by: Xu, Jiawei, et al.
Published: (2022)
The Consistency Hypothesis in Uncertainty Quantification for Large Language Models
by: Xiao, Quan, et al.
Published: (2025)
by: Xiao, Quan, et al.
Published: (2025)
Co-GRPO: Co-Optimized Group Relative Policy Optimization for Masked Diffusion Model
by: Zhou, Renping, et al.
Published: (2025)
by: Zhou, Renping, et al.
Published: (2025)
Scaf-GRPO: Scaffolded Group Relative Policy Optimization for Enhancing LLM Reasoning
by: Zhang, Xichen, et al.
Published: (2025)
by: Zhang, Xichen, et al.
Published: (2025)
GTPO: Stabilizing Group Relative Policy Optimization via Gradient and Entropy Control
by: Simoni, Marco, et al.
Published: (2025)
by: Simoni, Marco, et al.
Published: (2025)
COPO: Consistency-Aware Policy Optimization
by: Han, Jinghang, et al.
Published: (2025)
by: Han, Jinghang, et al.
Published: (2025)
TreeRPO: Tree Relative Policy Optimization
by: Yang, Zhicheng, et al.
Published: (2025)
by: Yang, Zhicheng, et al.
Published: (2025)
Group Sequence Policy Optimization
by: Zheng, Chujie, et al.
Published: (2025)
by: Zheng, Chujie, et al.
Published: (2025)
Breaking the Curse of Repulsion: Optimistic Distributionally Robust Policy Optimization for Off-Policy Generative Recommendation
by: Jiang, Jie, et al.
Published: (2026)
by: Jiang, Jie, et al.
Published: (2026)
Research on Personalized Medical Intervention Strategy Generation System based on Group Relative Policy Optimization and Time-Series Data Fusion
by: Lu, Dingxin, et al.
Published: (2025)
by: Lu, Dingxin, 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)
Hierarchy-of-Groups Policy Optimization for Long-Horizon Agentic Tasks
by: He, Shuo, et al.
Published: (2026)
by: He, Shuo, et al.
Published: (2026)
Unbiased Dynamic Pruning for Efficient Group-Based Policy Optimization
by: Zhu, Haodong, et al.
Published: (2026)
by: Zhu, Haodong, et al.
Published: (2026)
Fine-Tuning Next-Scale Visual Autoregressive Models with Group Relative Policy Optimization
by: Gallici, Matteo, et al.
Published: (2025)
by: Gallici, Matteo, et al.
Published: (2025)
LEPO: Latent Reasoning Policy Optimization for Large Language Models
by: Zhou, Yuyan, et al.
Published: (2026)
by: Zhou, Yuyan, et al.
Published: (2026)
Relative Density Ratio Optimization for Stable and Statistically Consistent Model Alignment
by: Takahashi, Hiroshi, et al.
Published: (2026)
by: Takahashi, Hiroshi, et al.
Published: (2026)
GEPO: Group Expectation Policy Optimization for Stable Heterogeneous Reinforcement Learning
by: Zhang, Han, et al.
Published: (2025)
by: Zhang, Han, et al.
Published: (2025)
GRAPH-GRPO-LEX: Contract Graph Modeling and Reinforcement Learning with Group Relative Policy Optimization
by: Dechtiar, Moriya, et al.
Published: (2025)
by: Dechtiar, Moriya, et al.
Published: (2025)
wd1: Weighted Policy Optimization for Reasoning in Diffusion Language Models
by: Tang, Xiaohang, et al.
Published: (2025)
by: Tang, Xiaohang, et al.
Published: (2025)
SFT-GO: Supervised Fine-Tuning with Group Optimization for Large Language Models
by: Kim, Gyuhak, et al.
Published: (2025)
by: Kim, Gyuhak, et al.
Published: (2025)
Long Chain-of-Thought Compression via Fine-Grained Group Policy Optimization
by: Han, Xinchen, et al.
Published: (2026)
by: Han, Xinchen, et al.
Published: (2026)
Enhancing Explainability and Reliable Decision-Making in Particle Swarm Optimization through Communication Topologies
by: Gupta, Nitin, et al.
Published: (2025)
by: Gupta, Nitin, et al.
Published: (2025)
Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex
by: Qu, Yun, et al.
Published: (2026)
by: Qu, Yun, et al.
Published: (2026)
Similar Items
-
Do LLMs have a Gender (Entropy) Bias?
by: Prabhune, Sonal, et al.
Published: (2025) -
AI Hallucinations: A Misnomer Worth Clarifying
by: Maleki, Negar, et al.
Published: (2024) -
NGRPO: Negative-enhanced Group Relative Policy Optimization
by: Nan, Gongrui, et al.
Published: (2025) -
Hybrid Group Relative Policy Optimization: A Multi-Sample Approach to Enhancing Policy Optimization
by: Sane, Soham
Published: (2025) -
IB-GRPO: Aligning LLM-based Learning Path Recommendation with Educational Objectives via Indicator-Based Group Relative Policy Optimization
by: Wang, Shuai, et al.
Published: (2026)