GAGPO: Generalized Advantage Grouped Policy Optimization
Fuente:
arXiv
Saved in:
| Main Authors: | Zhu, Siyuan, Yu, Chao, Yang, Rongxin, Liu, Zongkai, Hu, Jinjun, Chen, Qiwen, Zhang, Yibo |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage Normalization
by: Hu, Jian, et al.
Published: (2025)
by: Hu, Jian, et al.
Published: (2025)
Skip-Connected Policy Optimization for Implicit Advantage
by: Teng, Fengwei, et al.
Published: (2026)
by: Teng, Fengwei, et al.
Published: (2026)
Group Sequence Policy Optimization
by: Zheng, Chujie, et al.
Published: (2025)
by: Zheng, Chujie, et al.
Published: (2025)
Self-Guided Process Reward Optimization with Redefined Step-wise Advantage for Process Reinforcement Learning
by: Fei, Wu, et al.
Published: (2025)
by: Fei, Wu, 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)
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
by: Liu, Shih-Yang, et al.
Published: (2026)
by: Liu, Shih-Yang, et al.
Published: (2026)
Constrained Group Relative Policy Optimization
by: Girgis, Roger, et al.
Published: (2026)
by: Girgis, Roger, et al.
Published: (2026)
DVAO: Dynamic Variance-adaptive Advantage Optimization for Multi-reward Reinforcement Learning
by: Jiang, Guochao, et al.
Published: (2026)
by: Jiang, Guochao, et al.
Published: (2026)
Stabilizing Policy Optimization via Logits Convexity
by: Chen, Hongzhan, et al.
Published: (2026)
by: Chen, Hongzhan, et al.
Published: (2026)
Latent-GRPO: Group Relative Policy Optimization for Latent Reasoning
by: Deng, Jingcheng, et al.
Published: (2026)
by: Deng, Jingcheng, et al.
Published: (2026)
Group-Adaptive Threshold Optimization for Robust AI-Generated Text Detection
by: Jung, Minseok, et al.
Published: (2025)
by: Jung, Minseok, et al.
Published: (2025)
Translate Policy to Language: Flow Matching Generated Rewards for LLM Explanations
by: Yang, Xinyi, et al.
Published: (2025)
by: Yang, Xinyi, et al.
Published: (2025)
$\mathbf{(N,K)}$-Puzzle: A Cost-Efficient Testbed for Benchmarking Reinforcement Learning Algorithms in Generative Language Model
by: Zhang, Yufeng, et al.
Published: (2024)
by: Zhang, Yufeng, et al.
Published: (2024)
VSPO: Vector-Steered Policy Optimization for Behavioral Control
by: Zhang, Xuechen, et al.
Published: (2026)
by: Zhang, Xuechen, et al.
Published: (2026)
Fibration Policy Optimization
by: Li, Chang, et al.
Published: (2026)
by: Li, Chang, et al.
Published: (2026)
A Survey of Large Language Models for Text-Guided Molecular Discovery: from Molecule Generation to Optimization
by: Wang, Ziqing, et al.
Published: (2025)
by: Wang, Ziqing, et al.
Published: (2025)
Stabilizing Efficient Reasoning with Step-Level Advantage Selection
by: Wang, Han, et al.
Published: (2026)
by: Wang, Han, 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)
Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning
by: Shrivastava, Vaishnavi, et al.
Published: (2025)
by: Shrivastava, Vaishnavi, et al.
Published: (2025)
Dialogue for Prompting: a Policy-Gradient-Based Discrete Prompt Generation for Few-shot Learning
by: Li, Chengzhengxu, et al.
Published: (2023)
by: Li, Chengzhengxu, et al.
Published: (2023)
Soft Adaptive Policy Optimization
by: Gao, Chang, et al.
Published: (2025)
by: Gao, Chang, et al.
Published: (2025)
RePO: Replay-Enhanced Policy Optimization
by: Li, Siheng, et al.
Published: (2025)
by: Li, Siheng, 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)
BWArea Model: Learning World Model, Inverse Dynamics, and Policy for Controllable Language Generation
by: Jia, Chengxing, et al.
Published: (2024)
by: Jia, Chengxing, et al.
Published: (2024)
Understanding Reference Policies in Direct Preference Optimization
by: Liu, Yixin, et al.
Published: (2024)
by: Liu, Yixin, et al.
Published: (2024)
CLIPO: Contrastive Learning in Policy Optimization Generalizes RLVR
by: Cui, Sijia, et al.
Published: (2026)
by: Cui, Sijia, et al.
Published: (2026)
Optimizing Anytime Reasoning via Budget Relative Policy Optimization
by: Qi, Penghui, et al.
Published: (2025)
by: Qi, Penghui, 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)
CWEval: Outcome-driven Evaluation on Functionality and Security of LLM Code Generation
by: Peng, Jinjun, et al.
Published: (2025)
by: Peng, Jinjun, et al.
Published: (2025)
Orthogonal Finetuning for Direct Preference Optimization
by: Yang, Chenxu, et al.
Published: (2024)
by: Yang, Chenxu, et al.
Published: (2024)
On the Emergence and Test-Time Use of Structural Information in Large Language Models
by: Chen, Michelle Chao, et al.
Published: (2026)
by: Chen, Michelle Chao, et al.
Published: (2026)
Group Robust Preference Optimization in Reward-free RLHF
by: Ramesh, Shyam Sundhar, et al.
Published: (2024)
by: Ramesh, Shyam Sundhar, et al.
Published: (2024)
Multi-Objective and Mixed-Reward Reinforcement Learning via Reward-Decorrelated Policy Optimization
by: Bai, Yang, et al.
Published: (2026)
by: Bai, Yang, et al.
Published: (2026)
DrugImproverGPT: A Large Language Model for Drug Optimization with Fine-Tuning via Structured Policy Optimization
by: Liu, Xuefeng, et al.
Published: (2025)
by: Liu, Xuefeng, et al.
Published: (2025)
Agentic Reinforced Policy Optimization
by: Dong, Guanting, et al.
Published: (2025)
by: Dong, Guanting, et al.
Published: (2025)
HMPO: Hybrid Median-length Policy Optimization for Chain-of-Thought Compression
by: Zheng, Minghui, et al.
Published: (2026)
by: Zheng, Minghui, et al.
Published: (2026)
Optimizing Case-Based Reasoning System for Functional Test Script Generation with Large Language Models
by: Guo, Siyuan, et al.
Published: (2025)
by: Guo, Siyuan, et al.
Published: (2025)
GatePro: Parameter-Free Expert Selection Optimization for Mixture-of-Experts Models
by: Zheng, Chen, et al.
Published: (2025)
by: Zheng, Chen, et al.
Published: (2025)
Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning
by: Li, Ziheng, et al.
Published: (2026)
by: Li, Ziheng, et al.
Published: (2026)
Off-Policy Value-Based Reinforcement Learning for Large Language Models
by: Wang, Peng-Yuan, et al.
Published: (2026)
by: Wang, Peng-Yuan, et al.
Published: (2026)
Similar Items
-
REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage Normalization
by: Hu, Jian, et al.
Published: (2025) -
Skip-Connected Policy Optimization for Implicit Advantage
by: Teng, Fengwei, et al.
Published: (2026) -
Group Sequence Policy Optimization
by: Zheng, Chujie, et al.
Published: (2025) -
Self-Guided Process Reward Optimization with Redefined Step-wise Advantage for Process Reinforcement Learning
by: Fei, Wu, et al.
Published: (2025) -
Scaf-GRPO: Scaffolded Group Relative Policy Optimization for Enhancing LLM Reasoning
by: Zhang, Xichen, et al.
Published: (2025)