BAPO: Boundary-Aware Policy Optimization for Reliable Agentic Search

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Shiyu, Yin, Yongjing, Yan, Jianhao, Tang, Yunbo, Zhang, Qinggang, Li, Bei, Chen, Xin, Wang, Jingang, Cai, Xunliang, Su, Jinsong
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Causal Autoregressive Diffusion Language Model
by: Ruan, Junhao, et al.
Published: (2026)

MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation
by: Wu, Chuanjie, et al.
Published: (2026)

MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks
by: Ruan, Junhao, et al.
Published: (2026)

Augmenting Intra-Modal Understanding in MLLMs for Robust Multimodal Keyphrase Generation
by: Cao, Jiajun, et al.
Published: (2025)

BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping
by: Xi, Zhiheng, et al.
Published: (2025)

Multi-Objective and Mixed-Reward Reinforcement Learning via Reward-Decorrelated Policy Optimization
by: Bai, Yang, et al.
Published: (2026)

Earlier Tokens Contribute More: Learning Direct Preference Optimization From Temporal Decay Perspective
by: Shao, Ruichen, et al.
Published: (2025)

What Have We Achieved on Non-autoregressive Translation?
by: Li, Yafu, et al.
Published: (2024)

Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism
by: Liu, Jiahao, et al.
Published: (2024)

ReMamba: Equip Mamba with Effective Long-Sequence Modeling
by: Yuan, Danlong, et al.
Published: (2024)

Dynamic Fisher-weighted Model Merging via Bayesian Optimization
by: Lee, Sanwoo, et al.
Published: (2025)

Enhancing Large Language Models with Reliable Knowledge Graphs
by: Zhang, Qinggang
Published: (2025)

LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning
by: Chen, Zerui, et al.
Published: (2026)

What Makes Quantization for Large Language Models Hard? An Empirical Study from the Lens of Perturbation
by: Gong, Zhuocheng, et al.
Published: (2024)

BAPO: Base-Anchored Preference Optimization for Overcoming Forgetting in Large Language Models Personalization
by: Lee, Gihun, et al.
Published: (2024)

Libra: Assessing and Improving Reward Model by Learning to Think
by: Zhou, Meng, et al.
Published: (2025)

SEAS: Self-Evolving Adversarial Safety Optimization for Large Language Models
by: Diao, Muxi, et al.
Published: (2024)

A Preliminary Study on the Promises and Challenges of Native Top-$k$ Sparse Attention
by: Xiu, Di, et al.
Published: (2025)

Ltri-LLM: Streaming Long Context Inference for LLMs with Training-Free Dynamic Triangular Attention Pattern
by: Tang, Hongyin, et al.
Published: (2024)

Length Desensitization in Direct Preference Optimization
by: Liu, Wei, et al.
Published: (2024)

SpanNorm: Reconciling Training Stability and Performance in Deep Transformers
by: Wang, Chao, et al.
Published: (2026)

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs
by: Tomlinson, Kiran, et al.
Published: (2026)

LinkQA: Synthesizing Diverse QA from Multiple Seeds Strongly Linked by Knowledge Points
by: Zhang, Xuemiao, et al.
Published: (2025)

Large-Scale Diverse Synthesis for Mid-Training
by: Zhang, Xuemiao, et al.
Published: (2025)

Beyond Monolithic Architectures: A Multi-Agent Search and Knowledge Optimization Framework for Agentic Search
by: Chen, Yiqun, et al.
Published: (2026)

A2RAG: Adaptive Agentic Graph Retrieval for Cost-Aware and Reliable Reasoning
by: Liu, Jiate, et al.
Published: (2026)

AT$^2$PO: Agentic Turn-based Policy Optimization via Tree Search
by: Zong, Zefang, et al.
Published: (2026)

DSPO: Stable and Efficient Policy Optimization for Agentic Search and Reasoning
by: Gu, Chenyang, et al.
Published: (2025)

Graph-Structured Speculative Decoding
by: Gong, Zhuocheng, et al.
Published: (2024)

BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs
by: Yang, Junxiao, et al.
Published: (2025)

Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs
by: Tan, Hexiang, et al.
Published: (2025)

When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation
by: Xiang, Zhishang, et al.
Published: (2025)

LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance
by: Fan, Yuchun, et al.
Published: (2026)

Agentic Reinforced Policy Optimization
by: Dong, Guanting, et al.
Published: (2025)

RefuteBench 2.0 -- Agentic Benchmark for Dynamic Evaluation of LLM Responses to Refutation Instruction
by: Yan, Jianhao, et al.
Published: (2025)

NeedleInATable: Exploring Long-Context Capability of Large Language Models towards Long-Structured Tables
by: Wang, Lanrui, et al.
Published: (2025)

FAPO: Flawed-Aware Policy Optimization for Efficient and Reliable Reasoning
by: Ding, Yuyang, et al.
Published: (2025)

Enhancing Agentic RL with Progressive Reward Shaping and Value-based Sampling Policy Optimization
by: Su, Jianghao, et al.
Published: (2025)

Expanding Reasoning Potential in Foundation Model by Learning Diverse Chains of Thought Patterns
by: Zhang, Xuemiao, et al.
Published: (2025)

Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-context Models
by: Liu, Xinyu, et al.
Published: (2024)