AI Agent

Mapping out the Space of Human Feedback for Reinforcement Learning: A Conceptual Framework

Yannick Metz, David Lindner, Raphaël Baur, Mennatallah El-Assady

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

Cyri: A Conversational AI-based Assistant for Supporting the Human User in Detecting and Responding to Phishing Attacks

Antonio La Torre, Marco Angelini

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

Generative AI Uses and Risks for Knowledge Workers in a Science Organization

Kelly B. Wagman, Matthew T. Dearing, Marshini Chetty

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

Comments CHI Conference on Human Factors in Computing Systems (CHI '25)

CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity Education

Tianyu Wang, Nianjun Zhou, Zhixiong Chen

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

Comments 11 pages, 8 figures

Large Action Models: From Inception to Implementation

Lu Wang, Fangkai Yang, Chaoyun Zhang, Junting Lu, Jiaxu Qian, Shilin He, Pu Zhao, Bo Qiao, Ray Huang, Si Qin, Qisheng Su, Jiayi Ye, Yudi Zhang, Jian-Guang Lou, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

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

Comments 25pages,12 figures

Obstacle-aware Gaussian Process Regression

Gaurav Shrivastava

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

Intelligent Spark Agents: A Modular LangGraph Framework for Scalable, Visualized, and Enhanced Big Data Machine Learning Workflows

Jialin Wang, Zhihua Duan

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

Countering Autonomous Cyber Threats

Kade M. Heckel, Adrian Weller

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

Comments 76 pages, MPhil Thesis

Breaking ReAct Agents: Foot-in-the-Door Attack Will Get You In

Itay Nakash, George Kour, Guy Uziel, Ateret Anaby-Tavor

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

Beyond Following: Mixing Active Initiative into Computational Creativity

Zhiyu Lin, Upol Ehsan, Rohan Agarwal, Samihan Dani, Vidushi Vashishth, Mark Riedl

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

Comments 11 pages, 4 figures

Game On: Towards Language Models as RL Experimenters

Jingwei Zhang, Thomas Lampe, Abbas Abdolmaleki, Jost Tobias Springenberg, Martin Riedmiller

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

Co-orchestration of Multiple Instruments to Uncover Structure-Property Relationships in Combinatorial Libraries

Boris N. Slautin, Utkarsh Pratiush, Ilia N. Ivanov, Yongtao Liu, Rohit Pant, Xiaohang Zhang, Ichiro Takeuchi, Maxim A. Ziatdinov, Sergei V. Kalinin

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

Comments 22 pages, 9 figures

Deformation-aware GAN for Medical Image Synthesis with Substantially Misaligned Pairs

Bowen Xin, Tony Young, Claire E Wainwright, Tamara Blake, Leo Lebrat, Thomas Gaass, Thomas Benkert, Alto Stemmer, David Coman, Jason Dowling

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

Comments Accepted by MIDL2024

Toward a Surgeon-in-the-Loop Ophthalmic Robotic Apprentice using Reinforcement and Imitation Learning

Amr Gomaa, Bilal Mahdy, Niko Kleer, Antonio Krüger

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

Comments Accepted at IROS'24

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

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

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)

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

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

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

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

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

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

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

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

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

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

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

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

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