Image de couverture de livre

Large Action Models: From Inception to Implementation

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wang, Lu, Yang, Fangkai, Zhang, Chaoyun, Lu, Junting, Qian, Jiaxu, He, Shilin, Zhao, Pu, Qiao, Bo, Huang, Ray, Qin, Si, Su, Qisheng, Ye, Jiayi, Zhang, Yudi, Lou, Jian-Guang, Lin, Qingwei, Rajmohan, Saravan, Zhang, Dongmei, Zhang, Qi
Format:	Preprint
Publié:	2024
Sujets:	Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

API Agents vs. GUI Agents: Divergence and Convergence
par: Zhang, Chaoyun, et autres
Publié: (2025)

Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection
par: Liu, Jun, et autres
Publié: (2024)

Text2Grad: Reinforcement Learning from Natural Language Feedback
par: Wang, Hanyang, et autres
Publié: (2025)

Zipage: Maintain High Request Concurrency for LLM Reasoning through Compressed PagedAttention
par: Liao, Mengqi, et autres
Publié: (2026)

AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents
par: Lu, Junting, et autres
Publié: (2024)

VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model
par: Zheng, Jiani, et autres
Publié: (2025)

Large Language Model-Brained GUI Agents: A Survey
par: Zhang, Chaoyun, et autres
Publié: (2024)

From Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled DeepSeek R1 Models
par: Zhang, Jue, et autres
Publié: (2025)

UFO: A UI-Focused Agent for Windows OS Interaction
par: Zhang, Chaoyun, et autres
Publié: (2024)

Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation
par: Ding, Ruomeng, et autres
Publié: (2023)

Pretrain Value, Not Reward: Decoupled Value Policy Optimization
par: Huang, Chenghua, et autres
Publié: (2025)

DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems
par: Ma, Ming, et autres
Publié: (2025)

G-KV: Decoding-Time KV Cache Eviction with Global Attention
par: Liao, Mengqi, et autres
Publié: (2025)

StepFly: Agentic Troubleshooting Guide Automation for Incident Diagnosis
par: Mao, Jiayi, et autres
Publié: (2025)

Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation
par: An, Kaikai, et autres
Publié: (2024)

UFO2: The Desktop AgentOS
par: Zhang, Chaoyun, et autres
Publié: (2025)

Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs
par: Wang, Qibin, et autres
Publié: (2025)

TaskWeaver: A Code-First Agent Framework
par: Qiao, Bo, et autres
Publié: (2023)

The Vision of Autonomic Computing: Can LLMs Make It a Reality?
par: Zhang, Zhiyang, et autres
Publié: (2024)

Self-Evolved Reward Learning for LLMs
par: Huang, Chenghua, et autres
Publié: (2024)

AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation
par: Fu, Jia, et autres
Publié: (2024)

RuAG: Learned-rule-augmented Generation for Large Language Models
par: Zhang, Yudi, et autres
Publié: (2024)

COIN: Chance-Constrained Imitation Learning for Uncertainty-aware Adaptive Resource Oversubscription Policy
par: Wang, Lu, et autres
Publié: (2024)

Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments
par: Cheng, Sitao, et autres
Publié: (2024)

UFO3: Weaving the Digital Agent Galaxy
par: Zhang, Chaoyun, et autres
Publié: (2025)

Nissist: An Incident Mitigation Copilot based on Troubleshooting Guides
par: An, Kaikai, et autres
Publié: (2024)

RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository
par: Peng, Zhiyuan, et autres
Publié: (2026)

Sharingan: Extract User Action Sequence from Desktop Recordings
par: Chen, Yanting, et autres
Publié: (2024)

ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation
par: He, Minghua, et autres
Publié: (2025)

Privacy in Action: Towards Realistic Privacy Mitigation and Evaluation for LLM-Powered Agents
par: Wang, Shouju, et autres
Publié: (2025)

WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models
par: Feng, Huawen, et autres
Publié: (2024)

LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals
par: Sun, Lihao, et autres
Publié: (2026)

From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation
par: Xie, Yuhang, et autres
Publié: (2025)

Computer-Using World Model
par: Guan, Yiming, et autres
Publié: (2026)

Enabling Autonomic Microservice Management through Self-Learning Agents
par: Yu, Fenglin, et autres
Publié: (2025)

AI Delegates with a Dual Focus: Ensuring Privacy and Strategic Self-Disclosure
par: Zhang, Zhiyang, et autres
Publié: (2024)

AdaptFlow: Adaptive Workflow Optimization via Meta-Learning
par: Zhu, Runchuan, et autres
Publié: (2025)

Contrastive Attribution in the Wild: An Interpretability Analysis of LLM Failures on Realistic Benchmarks
par: Tan, Rongyuan, et autres
Publié: (2026)

AllHands: Ask Me Anything on Large-scale Verbatim Feedback via Large Language Models
par: Zhang, Chaoyun, et autres
Publié: (2024)

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
par: Zhuang, Ziyuan, et autres
Publié: (2024)