Cover Image

AGPO: Adaptive Group Policy Optimization with Dual Statistical Feedback

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hu, Miaobo, Hu, Shuhao, Wang, Bokun, Wang, Ruohan, Wang, Xin, Guo, Xiaobo, Zha, Daren, Xiao, Jun
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ECPO: Evidence-Coupled Policy Optimization for Evidence-Certified Candidate Ranking
by: Hu, Miaobo, et al.
Published: (2026)

SAVER: Selective As-Needed Vision Evidence for Multimodal Information Extraction
by: Hu, Miaobo, et al.
Published: (2026)

Group Orthogonalized Policy Optimization:Group Policy Optimization as Orthogonal Projection in Hilbert Space
by: Zixian, Wang
Published: (2026)

Towards Off-Policy Reinforcement Learning for Ranking Policies with Human Feedback
by: Xiao, Teng, et al.
Published: (2024)

AceGRPO: Adaptive Curriculum Enhanced Group Relative Policy Optimization for Autonomous Machine Learning Engineering
by: Cai, Yuzhu, et al.
Published: (2026)

AGPO: Asymmetric Group Policy Optimization for Verifiable Reasoning and Search Ads Relevance at JD
by: Xu, Yang, et al.
Published: (2026)

Trust-Region Adaptive Policy Optimization
by: Su, Mingyu, et al.
Published: (2025)

Adaptively Learning to Select-Rank in Online Platforms
by: Wang, Jingyuan, et al.
Published: (2024)

A Rolling Stone Gathers No Moss: Adaptive Policy Optimization for Stable Self-Evaluation in Large Multimodal Models
by: Wang, Wenkai, et al.
Published: (2025)

Unifying Group-Relative and Self-Distillation Policy Optimization via Sample Routing
by: Li, Gengsheng, et al.
Published: (2026)

Orthogonalized Policy Optimization:Policy Optimization as Orthogonal Projection in Hilbert Space
by: Zixian, Wang
Published: (2026)

NGRPO: Negative-enhanced Group Relative Policy Optimization
by: Nan, Gongrui, et al.
Published: (2025)

Hierarchy-of-Groups Policy Optimization for Long-Horizon Agentic Tasks
by: He, Shuo, et al.
Published: (2026)

Long Chain-of-Thought Compression via Fine-Grained Group Policy Optimization
by: Han, Xinchen, et al.
Published: (2026)

Group-in-Group Policy Optimization for LLM Agent Training
by: Feng, Lang, et al.
Published: (2025)

On the Statistical Complexity for Offline and Low-Adaptive Reinforcement Learning with Structures
by: Yin, Ming, et al.
Published: (2025)

Enhancing Safety in Reinforcement Learning with Human Feedback via Rectified Policy Optimization
by: Peng, Xiyue, et al.
Published: (2024)

Carbon Market Simulation with Adaptive Mechanism Design
by: Wang, Han, et al.
Published: (2024)

RLVR without Ineffective Samples: Group Prioritized Off-Policy Optimization for LLM Reasoning
by: Mao, Yixiu, et al.
Published: (2026)

CROP: Conservative Reward for Model-based Offline Policy Optimization
by: Li, Hao, et al.
Published: (2023)

TRACE: Distilling Where It Matters via Token-Routed Self On-Policy Alignment
by: Wang, Jiaxuan, et al.
Published: (2026)

Continual Task Learning through Adaptive Policy Self-Composition
by: Hu, Shengchao, et al.
Published: (2024)

GRPO-VPS: Enhancing Group Relative Policy Optimization with Verifiable Process Supervision for Effective Reasoning
by: Wang, Jingyi, et al.
Published: (2026)

Decision Flow Policy Optimization
by: Hu, Jifeng, et al.
Published: (2025)

Hindsight-Anchored Policy Optimization: Turning Failure into Feedback in Sparse Reward Settings
by: Wu, Yuning, et al.
Published: (2026)

TRANSIC: Sim-to-Real Policy Transfer by Learning from Online Correction
by: Jiang, Yunfan, et al.
Published: (2024)

Breaking the Curse of Repulsion: Optimistic Distributionally Robust Policy Optimization for Off-Policy Generative Recommendation
by: Jiang, Jie, et al.
Published: (2026)

Exact Stiefel Optimization for Probabilistic PLS: Closed-Form Updates, Error Bounds, and Calibrated Uncertainty
by: Hu, Haoran, et al.
Published: (2026)

Policy-Based Trajectory Clustering in Offline Reinforcement Learning
by: Hu, Hao, et al.
Published: (2025)

Train Less, Learn More: Adaptive Efficient Rollout Optimization for Group-Based Reinforcement Learning
by: Zhang, Zhi, et al.
Published: (2026)

ATPO: Adaptive Tree Policy Optimization for Multi-Turn Medical Dialogue
by: Cao, Ruike, et al.
Published: (2026)

Proximal Policy Optimization with Adaptive Exploration
by: Lixandru, Andrei
Published: (2024)

Reinforcing Language Agents via Policy Optimization with Action Decomposition
by: Wen, Muning, et al.
Published: (2024)

Enhancing LLM-based Search Agents via Contribution Weighted Group Relative Policy Optimization
by: Wang, Junzhe, et al.
Published: (2026)

TreeRPO: Tree Relative Policy Optimization
by: Yang, Zhicheng, et al.
Published: (2025)

GEPO: Group Expectation Policy Optimization for Stable Heterogeneous Reinforcement Learning
by: Zhang, Han, et al.
Published: (2025)

Hybrid Group Relative Policy Optimization: A Multi-Sample Approach to Enhancing Policy Optimization
by: Sane, Soham
Published: (2025)

Federated Offline Policy Optimization with Dual Regularization
by: Yue, Sheng, et al.
Published: (2024)

Fractal Landscapes in Policy Optimization
by: Wang, Tao, et al.
Published: (2023)

AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies
by: Hu, Xixi, et al.
Published: (2024)