AI Agent - arXivDaily 专题

2407.18690 2024-07-29 cs.AI 70%

Collaborative Evolving Strategy for Automatic Data-Centric Development

Xu Yang, Haotian Chen, Wenjun Feng, Haoxue Wang, Zeqi Ye, Xinjie Shen, Xiao Yang, Shizhao Sun, Weiqing Liu, Jiang Bian

专题命中工作流自动化：agent(abstract)；autonomous agent(abstract)；分类 cs.AI

Comments 23 pages, 7 figures

2406.18518 2024-06-27 cs.CL cs.AI cs.LG cs.SE 70%

APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets

Zuxin Liu, Thai Hoang, Jianguo Zhang, Ming Zhu, Tian Lan, Shirley Kokane, Juntao Tan, Weiran Yao, Zhiwei Liu, Yihao Feng, Rithesh Murthy, Liangwei Yang, Silvio Savarese, Juan Carlos Niebles, Huan Wang, Shelby Heinecke, Caiming Xiong

专题命中工作流自动化：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

2406.09577 2024-06-17 cs.SE cs.PL 70%

A New Generation of Intelligent Development Environments

Mark Marron

专题命中工作流自动化：AI agent(abstract)；workflow(abstract)；分类 cs.SE

Journal ref 2024 First IDE Workshop (IDE '24)

2406.07561 2024-06-13 cs.CR cs.AI 70%

Artificial Intelligence as the New Hacker: Developing Agents for Offensive Security

Leroy Jacob Valencia

专题命中工作流自动化：agent(abstract)；AI agent(abstract)；分类 cs.AI

2311.17279 2024-05-14 cs.LG cs.PF 70%

LiveTune: Dynamic Parameter Tuning for Feedback-Driven Optimization

Soheil Zibakhsh Shabgahi, Nojan Sheybani, Aiden Tabrizi, Farinaz Koushanfar

专题命中工作流自动化：agent(abstract)；workflow(abstract)；分类 cs.LG

2403.13721 2024-03-21 cs.NI cs.AI 70%

Large Language Models meet Network Slicing Management and Orchestration

Abdulhalim Dandoush, Viswanath Kumarskandpriya, Mueen Uddin, Usman Khalil

专题命中工作流自动化：agent(abstract)；multi-agent(abstract)；分类 cs.AI

2402.03755 2024-02-07 cs.AI q-fin.CP 70%

QuantAgent: Seeking Holy Grail in Trading by Self-Improving Large Language Model

Saizhuo Wang, Hang Yuan, Lionel M. Ni, Jian Guo

专题命中工作流自动化：agent(abstract)；autonomous agent(abstract)；分类 cs.AI

2312.12778 2023-12-21 cs.HC cs.AI 70%

Collaborative business intelligence virtual assistant

Olga Cherednichenko, Fahad Muhammad

专题命中工作流自动化：agent(abstract)；workflow(abstract)；分类 cs.AI

Comments MoMLeT+DS 2023: 5th International Workshop on Modern Machine Learning Technologies and Data Science, June 3, 2023, Lviv, Ukraine

2311.14270 2023-11-27 cs.AI 70%

Efficient Open-world Reinforcement Learning via Knowledge Distillation and Autonomous Rule Discovery

Ekaterina Nikonova, Cheng Xue, Jochen Renz

专题命中工作流自动化：agent(abstract)；AI agent(abstract)；分类 cs.AI

2308.05391 2023-08-11 cs.AI 70%

Enhancing Trust in LLM-Based AI Automation Agents: New Considerations and Future Challenges

Sivan Schwartz, Avi Yaeli, Segev Shlomov

专题命中工作流自动化：agent(abstract)；AI agent(abstract)；分类 cs.AI

Comments Accepted to the First International Workshop on the Future of No-Code Digital Apprentices

2307.02641 2023-07-07 cs.RO cs.CV cs.LG 70%

Active Class Selection for Few-Shot Class-Incremental Learning

Christopher McClurg, Ali Ayub, Harsh Tyagi, Sarah M. Rajtmajer, Alan R. Wagner

专题命中工作流自动化：agent(abstract)；autonomous agent(abstract)；分类 cs.LG

Comments Accepted at the Conference on Lifelong Learning Agents (CoLLAs), 2023

2306.03959 2023-06-08 cs.CL cs.IR 70%

Leveraging Explicit Procedural Instructions for Data-Efficient Action Prediction

Julia White, Arushi Raghuvanshi, Yada Pruksachatkun

专题命中工作流自动化：agent(abstract)；workflow(abstract)；分类 cs.CL

2305.02058 2023-05-04 cs.AI cs.HC cs.MA cs.RO 70%

Human Machine Co-adaption Interface via Cooperation Markov Decision Process System

Kairui Guo, Adrian Cheng, Yaqi Li, Jun Li, Rob Duffield, Steven W. Su

专题命中工作流自动化：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments 11 pages; 4 figures

2301.12382 2023-04-12 cs.AI 70%

Data-driven intelligent computational design for products: Method, techniques, and applications

Maolin Yang, Pingyu Jiang, Tianshuo Zang, Yuhao Liu

专题命中工作流自动化：planning(abstract)；workflow(abstract)；分类 cs.AI

2301.12158 2023-02-08 cs.AI 70%

A System for Human-AI collaboration for Online Customer Support

Debayan Banerjee, Mathis Poser, Christina Wiethof, Varun Shankar Subramanian, Richard Paucar, Eva A. C. Bittner, Chris Biemann

专题命中工作流自动化：agent(abstract)；AI agent(abstract)；分类 cs.AI

2212.07542 2022-12-16 cs.CL 70%

Build-a-Bot: Teaching Conversational AI Using a Transformer-Based Intent Recognition and Question Answering Architecture

Kate Pearce, Sharifa Alghowinem, Cynthia Breazeal

专题命中工作流自动化：agent(abstract)；AI agent(abstract)；分类 cs.CL

Comments Accepted for presentation at EAAI-23

2207.09109 2022-11-08 cs.LG cs.DC 70%

Active-Learning-as-a-Service: An Automatic and Efficient MLOps System for Data-Centric AI

Yizheng Huang, Huaizheng Zhang, Yuanming Li, Chiew Tong Lau, Yang You

专题命中工作流自动化：agent(abstract)；workflow(abstract)；分类 cs.LG

Comments 13 pages, 5 figures

2207.06105 2022-10-14 cs.AI 70%

GriddlyJS: A Web IDE for Reinforcement Learning

Christopher Bamford, Minqi Jiang, Mikayel Samvelyan, Tim Rocktäschel

专题命中工作流自动化：agent(abstract)；workflow(abstract)；分类 cs.AI

2209.08200 2022-09-22 cs.LG 70%

Deep Labeling of fMRI Brain Networks Using Cloud Based Processing

Sejal Ghate, Alberto Santamaria-Pang, Ivan Tarapov, Haris I Sair, Craig K Jones

专题命中工作流自动化：planning(abstract)；workflow(abstract)；分类 cs.LG

Comments International Symposium on Visual Computing

2209.03433 2022-09-09 cs.LG 70%

Responsibility: An Example-based Explainable AI approach via Training Process Inspection

Faraz Khadivpour, Arghasree Banerjee, Matthew Guzdial

专题命中工作流自动化：agent(abstract)；AI agent(abstract)；分类 cs.LG

2011.10896 2022-07-08 cs.DC cs.CL cs.PF 70%

HALO 1.0: A Hardware-agnostic Accelerator Orchestration Framework for Enabling Hardware-agnostic Programming with True Performance Portability for Heterogeneous HPC

Michael Riera, Erfan Bank Tavakoli, Masudul Hassan Quraishi, Fengbo Ren

专题命中工作流自动化：agent(abstract)；multi-agent(abstract)；分类 cs.CL

Comments 37 pages

2206.00636 2022-06-02 cs.AI cs.HC cs.RO 70%

A modular architecture for creating multimodal agents

Thomas Baier, Selene Baez Santamaria, Piek Vossen

专题命中工作流自动化：agent(abstract)；workflow(abstract)；分类 cs.AI

2111.08102 2022-02-25 cs.AI cs.GT 70%

The Partially Observable History Process

Dustin Morrill, Amy R. Greenwald, Michael Bowling

专题命中工作流自动化：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments 8 pages, 2 figures

Journal ref AAAI-22 Workshop on Reinforcement Learning and Games, February 28, 2022

2109.06740 2021-09-15 cs.AI 70%

Deceptive Decision-Making Under Uncertainty

Yagiz Savas, Christos K. Verginis, Ufuk Topcu

专题命中工作流自动化：agent(abstract)；autonomous agent(abstract)；分类 cs.AI

2102.02441 2021-09-06 cs.AI cs.MA 70%

Persistent Rule-based Interactive Reinforcement Learning

Adam Bignold, Francisco Cruz, Richard Dazeley, Peter Vamplew, Cameron Foale

专题命中工作流自动化：agent(abstract)；autonomous agent(abstract)；分类 cs.AI

Comments 24 pages, 7 figures

2108.05595 2021-08-13 cs.LG 70%

Reinforcement Learning Approach to Active Learning for Image Classification

Thorben Werner

专题命中工作流自动化：agent(abstract)；workflow(abstract)；分类 cs.LG

Comments Master Thesis

2104.06106 2021-04-14 cs.AI 70%

Level Generation for Angry Birds with Sequential VAE and Latent Variable Evolution

Takumi Tanabe, Kazuto Fukuchi, Jun Sakuma, Youhei Akimoto

专题命中工作流自动化：agent(abstract)；AI agent(abstract)；分类 cs.AI

Comments The Genetic and Evolutionary Computation Conference 2021 (GECCO '21)

2102.02488 2021-02-05 stat.ML cs.LG 70%

From a Point Cloud to a Simulation Model: Bayesian Segmentation and Entropy based Uncertainty Estimation for 3D Modelling

Christina Petschnigg, Markus Spitzner, Lucas Weitzendorf, Jürgen Pilz

专题命中工作流自动化：planning(abstract)；workflow(abstract)；分类 cs.LG

Comments Submitted to MDPI Entropy for Review

1907.00824 2021-01-29 cs.HC cs.LG cs.SD eess.AS 70%

Designing Deep Reinforcement Learning for Human Parameter Exploration

Hugo Scurto, Bavo Van Kerrebroeck, Baptiste Caramiaux, Frédéric Bevilacqua

专题命中工作流自动化：agent(abstract)；workflow(abstract)；分类 cs.LG

Comments Author's version of the work. The definitive Version of Record was published in ACM Transactions on Computer-Human Interaction (TOCHI)

Journal ref ACM Trans. Comput.-Hum. Interact. 28, 1, Article 1 (January 2021), 35 pages (2021)

2003.03190 2020-12-17 stat.ML cs.LG physics.chem-ph 70%

A Bayesian algorithm for retrosynthesis

Zhongliang Guo, Stephen Wu, Mitsuru Ohno, Ryo Yoshida

专题命中工作流自动化：planning(abstract)；workflow(abstract)；分类 cs.LG

Journal ref J. Chem. Inf. Model. 60 (2020) 4474-4486

1. 工作流自动化 10469 篇

Collaborative Evolving Strategy for Automatic Data-Centric Development

APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets

A New Generation of Intelligent Development Environments

Artificial Intelligence as the New Hacker: Developing Agents for Offensive Security

LiveTune: Dynamic Parameter Tuning for Feedback-Driven Optimization

Large Language Models meet Network Slicing Management and Orchestration

QuantAgent: Seeking Holy Grail in Trading by Self-Improving Large Language Model

Collaborative business intelligence virtual assistant

Efficient Open-world Reinforcement Learning via Knowledge Distillation and Autonomous Rule Discovery

Enhancing Trust in LLM-Based AI Automation Agents: New Considerations and Future Challenges

Active Class Selection for Few-Shot Class-Incremental Learning

Leveraging Explicit Procedural Instructions for Data-Efficient Action Prediction

Human Machine Co-adaption Interface via Cooperation Markov Decision Process System

Data-driven intelligent computational design for products: Method, techniques, and applications

A System for Human-AI collaboration for Online Customer Support

Build-a-Bot: Teaching Conversational AI Using a Transformer-Based Intent Recognition and Question Answering Architecture

Active-Learning-as-a-Service: An Automatic and Efficient MLOps System for Data-Centric AI

GriddlyJS: A Web IDE for Reinforcement Learning

Deep Labeling of fMRI Brain Networks Using Cloud Based Processing

Responsibility: An Example-based Explainable AI approach via Training Process Inspection

HALO 1.0: A Hardware-agnostic Accelerator Orchestration Framework for Enabling Hardware-agnostic Programming with True Performance Portability for Heterogeneous HPC

A modular architecture for creating multimodal agents

The Partially Observable History Process

Deceptive Decision-Making Under Uncertainty

Persistent Rule-based Interactive Reinforcement Learning

Reinforcement Learning Approach to Active Learning for Image Classification

Level Generation for Angry Birds with Sequential VAE and Latent Variable Evolution

From a Point Cloud to a Simulation Model: Bayesian Segmentation and Entropy based Uncertainty Estimation for 3D Modelling

Designing Deep Reinforcement Learning for Human Parameter Exploration

A Bayesian algorithm for retrosynthesis