Copertina

Asymmetric Actor-Critic for Multi-turn LLM Agents

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Jiang, Shuli, Zhang, Zhaoyang, Zhang, Yi, Yang, Shuo, Xia, Wei, Soatto, Stefano
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computation and Language Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

ACC-Collab: An Actor-Critic Approach to Multi-Agent LLM Collaboration
di: Estornell, Andrew, et al.
Pubblicazione: (2024)

Experience Sharing in Mutual Reinforcement Learning for Heterogeneous Language Models
di: Liu, Xiaoze, et al.
Pubblicazione: (2026)

Reinforcement-aware Knowledge Distillation for LLM Reasoning
di: Zhang, Zhaoyang, et al.
Pubblicazione: (2026)

AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
di: Ma, Chang, et al.
Pubblicazione: (2024)

On the Multi-turn Instruction Following for Conversational Web Agents
di: Deng, Yang, et al.
Pubblicazione: (2024)

Data Selection for Multi-turn Dialogue Instruction Tuning
di: Li, Bo, et al.
Pubblicazione: (2026)

A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems
di: Yi, Zihao, et al.
Pubblicazione: (2024)

Enhancing Decision-Making of Large Language Models via Actor-Critic
di: Dong, Heng, et al.
Pubblicazione: (2025)

Learning Decentralized LLM Collaboration with Multi-Agent Actor Critic
di: Liu, Shuo, et al.
Pubblicazione: (2026)

Skill-SD: Skill-Conditioned Self-Distillation for Multi-turn LLM Agents
di: Wang, Hao, et al.
Pubblicazione: (2026)

Musketeer: Joint Training for Multi-task Vision Language Model with Task Explanation Prompts
di: Zhang, Zhaoyang, et al.
Pubblicazione: (2023)

Beyond Single-shot Writing: Deep Research Agents are Unreliable at Multi-turn Report Revision
di: Chen, Bingsen, et al.
Pubblicazione: (2026)

Token Statistics Reveal Conversational Drift in Multi-turn LLM Interaction
di: Hafez, Wael, et al.
Pubblicazione: (2026)

REVEAL: Multi-turn Evaluation of Image-Input Harms for Vision LLM
di: Jindal, Madhur, et al.
Pubblicazione: (2025)

Foot-In-The-Door: A Multi-turn Jailbreak for LLMs
di: Weng, Zixuan, et al.
Pubblicazione: (2025)

MAC: A Multi-Agent Framework for Interactive User Clarification in Multi-turn Conversations
di: Acikgoz, Emre Can, et al.
Pubblicazione: (2025)

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
di: Wu, Qianhui, et al.
Pubblicazione: (2025)

Insight Agents: An LLM-Based Multi-Agent System for Data Insights
di: Bai, Jincheng, et al.
Pubblicazione: (2026)

SOMA: Efficient Multi-turn LLM Serving via Small Language Model
di: Cheng, Xueqi, et al.
Pubblicazione: (2026)

Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards
di: Wei, Xiaolong, et al.
Pubblicazione: (2025)

M2S: Multi-turn to Single-turn jailbreak in Red Teaming for LLMs
di: Ha, Junwoo, et al.
Pubblicazione: (2025)

Improving Multi-turn Dialogue Consistency with Self-Recall Thinking
di: Pang, Renning, et al.
Pubblicazione: (2026)

From Self-Evolving Synthetic Data to Verifiable-Reward RL: Post-Training Multi-turn Interactive Tool-Using Agents
di: Gao, Jiaxuan, et al.
Pubblicazione: (2026)

CompactRAG: Reducing LLM Calls and Token Overhead in Multi-Hop Question Answering
di: Yang, Hao, et al.
Pubblicazione: (2026)

MARS-Bench: A Multi-turn Athletic Real-world Scenario Benchmark for Dialogue Evaluation
di: Yang, Chenghao, et al.
Pubblicazione: (2025)

InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners
di: Liu, Yuhang, et al.
Pubblicazione: (2025)

Political Actor Agent: Simulating Legislative System for Roll Call Votes Prediction with Large Language Models
di: Li, Hao, et al.
Pubblicazione: (2024)

AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration
di: Wang, Zhexuan, et al.
Pubblicazione: (2025)

X-Teaming Evolutionary M2S: Automated Discovery of Multi-turn to Single-turn Jailbreak Templates
di: Kim, Hyunjun, et al.
Pubblicazione: (2025)

SafeMT: Multi-turn Safety for Multimodal Language Models
di: Zhu, Han, et al.
Pubblicazione: (2025)

Multi-dimensional Data Analysis and Applications Basing on LLM Agents and Knowledge Graph Interactions
di: Wang, Xi, et al.
Pubblicazione: (2025)

LAVE: LLM-Powered Agent Assistance and Language Augmentation for Video Editing
di: Wang, Bryan, et al.
Pubblicazione: (2024)

MedAction: Towards Active Multi-turn Clinical Diagnostic LLMs
di: Hsu, Hsin-Ling, et al.
Pubblicazione: (2026)

TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild
di: Li, Huayang, et al.
Pubblicazione: (2023)

Probabilistic Modeling of Intentions in Socially Intelligent LLM Agents
di: Xia, Feifan, et al.
Pubblicazione: (2025)

When Agents "Misremember" Collectively: Exploring the Mandela Effect in LLM-based Multi-Agent Systems
di: Xu, Naen, et al.
Pubblicazione: (2026)

Dynamic Generation of Multi-LLM Agents Communication Topologies with Graph Diffusion Models
di: Jiang, Eric Hanchen, et al.
Pubblicazione: (2025)

OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents
di: Yang, Rui, et al.
Pubblicazione: (2026)

Optimizing LLM-Based Multi-Agent System with Textual Feedback: A Case Study on Software Development
di: Shen, Ming, et al.
Pubblicazione: (2025)

Beyond Static Summarization: Proactive Memory Extraction for LLM Agents
di: Yang, Chengyuan, et al.
Pubblicazione: (2026)