AI Agent

AntiCopyPaster 2.0: Whitebox just-in-time code duplicates extraction

Eman Abdullah AlOmar, Benjamin Knobloch, Thomas Kain, Christopher Kalish, Mohamed Wiem Mkaouer, Ali Ouni

专题命中 软件智能体 ：workflow(abstract)；分类 cs.SE

Code as Reward: Empowering Reinforcement Learning with VLMs

David Venuto, Sami Nur Islam, Martin Klissarov, Doina Precup, Sherry Yang, Ankit Anand

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Knowledge-Aware Code Generation with Large Language Models

Tao Huang, Zhihong Sun, Zhi Jin, Ge Li, Chen Lyu

专题命中 软件智能体 ：planning(abstract)；分类 cs.SE

Comments Accepted in ICPC 2024

LLM4SecHW: Leveraging Domain Specific Large Language Model for Hardware Debugging

Weimin Fu, Kaichen Yang, Raj Gautam Dutta, Xiaolong Guo, Gang Qu

专题命中 软件智能体 ：workflow(abstract)；分类 cs.AI

Comments 6 pages. 1 figure

Journal ref 2023 Asian Hardware Oriented Security and Trust Symposium (AsianHOST), Tianjin, China, 2023, pp. 1-6

On the Emergence of Symmetrical Reality

Zhenliang Zhang, Zeyu Zhang, Ziyuan Jiao, Yao Su, Hangxin Liu, Wei Wang, Song-Chun Zhu

专题命中 软件智能体 ：AI agent(abstract)；分类 cs.AI

Comments IEEE VR 2024

Learning in Inverse Optimization: Incenter Cost, Augmented Suboptimality Loss, and Algorithms

Pedro Zattoni Scroccaro, Bilge Atasoy, Peyman Mohajerin Esfahani

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Quality Gatekeepers: Investigating the Effects ofCode Review Bots on Pull Request Activities

Mairieli Wessel, Alexander Serebrenik, Igor Wiese, Igor Steinmacher, Marco A. Gerosa

专题命中 软件智能体 ：planning(abstract)；分类 cs.SE

Journal ref Empirical Software Engineering (EMSE 2020)

How Do Software Developers Use GitHub Actions to Automate Their Workflows?

Timothy Kinsman, Mairieli Wessel, Marco A. Gerosa, Christoph Treude

专题命中 软件智能体 ：planning(abstract)；分类 cs.SE

Journal ref Mining Software Repositories Conference (MSR 2021), May 2021

Decentralizing Coordination in Open Vehicle Fleets for Scalable and Dynamic Task Allocation

Marin Lujak, Stefano Giordani, Andrea Omicini, Sascha Ossowski

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Journal ref Complexity, Volume 2020, Article ID 1047369

Traffic Smoothing Controllers for Autonomous Vehicles Using Deep Reinforcement Learning and Real-World Trajectory Data

Nathan Lichtlé, Kathy Jang, Adit Shah, Eugene Vinitsky, Jonathan W. Lee, Alexandre M. Bayen

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments Accepted to be published as part of the 26th IEEE International Conference on Intelligent Transportation Systems (ITSC) 2023, Bilbao, Spain, September 24-28, 2023

Active Control of Flow over Rotating Cylinder by Multiple Jets using Deep Reinforcement Learning

Kamyar Dobakhti, Jafar Ghazanfarian

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments 1st Edit: Parts of the introduction, simulation environment, and the network and reinforcement learning framework have been revised. --- 2nd Edit: Added real-world scenario, possible design of rotating cylinder, sensors limited to the body of the cylinder, Re = 200, compared the results and runtime of a shallow network with a higher number of neurons vs deeper network but lower number of neurons

Semantic Parsing for Complex Data Retrieval: Targeting Query Plans vs. SQL for No-Code Access to Relational Databases

Ben Eyal, Amir Bachar, Ophir Haroche, Michael Elhadad

专题命中 软件智能体 ：planning(abstract)；分类 cs.CL

Comments arXiv admin note: text overlap with arXiv:2310.13575

Best Arm Identification in Batched Multi-armed Bandit Problems

Shengyu Cao, Simai He, Ruoqing Jiang, Jin Xu, Hongsong Yuan

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Urban Generative Intelligence (UGI): A Foundational Platform for Agents in Embodied City Environment

Fengli Xu, Jun Zhang, Chen Gao, Jie Feng, Yong Li

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Code Models are Zero-shot Precondition Reasoners

Lajanugen Logeswaran, Sungryull Sohn, Yiwei Lyu, Anthony Zhe Liu, Dong-Ki Kim, Dongsub Shim, Moontae Lee, Honglak Lee

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments Neurips Foundation Models for Decision Making Workshop 2023

Online Continual Learning Without the Storage Constraint

Ameya Prabhu, Zhipeng Cai, Puneet Dokania, Philip Torr, Vladlen Koltun, Ozan Sener

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments Tech Report [Additional Experiments and Improved ACM]

A Survey of Learning-based Automated Program Repair

Quanjun Zhang, Chunrong Fang, Yuxiang Ma, Weisong Sun, Zhenyu Chen

专题命中 软件智能体 ：workflow(abstract)；分类 cs.SE

Comments Accepted to ACM Transactions on Software Engineering and Methodology 2023 (TOSEM'23), 69 pages, 6 figures, 7 tables

OptiMUS: Optimization Modeling Using MIP Solvers and large language models

Ali AhmadiTeshnizi, Wenzhi Gao, Madeleine Udell

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following

Cheng-Fu Yang, Yen-Chun Chen, Jianwei Yang, Xiyang Dai, Lu Yuan, Yu-Chiang Frank Wang, Kai-Wei Chang

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

Comments EMNLP 2023

Bridging Trustworthiness and Open-World Learning: An Exploratory Neural Approach for Enhancing Interpretability, Generalization, and Robustness

Shide Du, Zihan Fang, Shiyang Lan, Yanchao Tan, Manuel Günther, Shiping Wang, Wenzhong Guo

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems

Junjie Zhang, Yupeng Hou, Ruobing Xie, Wenqi Sun, Julian McAuley, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

Static Code Analysis in the AI Era: An In-depth Exploration of the Concept, Function, and Potential of Intelligent Code Analysis Agents

Gang Fan, Xiaoheng Xie, Xunjin Zheng, Yinan Liang, Peng Di

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE

Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform

Shengyi Huang, Jiayi Weng, Rujikorn Charakorn, Min Lin, Zhongwen Xu, Santiago Ontañón

专题命中 软件智能体 ：autonomous agent(abstract)；分类 cs.LG

Automatically Debugging AutoML Pipelines using Maro: ML Automated Remediation Oracle (Extended Version)

Julian Dolby, Jason Tsay, Martin Hirzel

专题命中 软件智能体 ：workflow(abstract)；分类 cs.SE

Comments Extended version of MAPS 2022 paper

Journal ref Symposium on Machine Programming (MAPS), pages 60-69, June 2022

Modern Software Development for JUNO offline software

Tao Lin

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE

Comments 8 pages, 2 figures, CHEP2023

Sequential Action-Induced Invariant Representation for Reinforcement Learning

Dayang Liang, Qihang Chen, Yunlong Liu

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

From Text to Trends: A Unique Garden Analytics Perspective on the Future of Modern Agriculture

Parag Saxena

专题命中 软件智能体 ：planning(abstract)；分类 cs.AI

Incentive-Based Software Security: Fair Micro-Payments for Writing Secure Code

Stefan Rass, Martin Pinzger

专题命中 软件智能体 ：workflow(abstract)；分类 cs.SE

Comments presented as a poster at GameSec 2023 (www.gamesec-conf.org)

Learning of Generalizable and Interpretable Knowledge in Grid-Based Reinforcement Learning Environments

Manuel Eberhardinger, Johannes Maucher, Setareh Maghsudi

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments to be published in AIIDE 2023

Machine Learning for Tangible Effects: Natural Language Processing for Uncovering the Illicit Massage Industry & Computer Vision for Tactile Sensing

Rui Ouyang

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

Comments PhD thesis