AI Agent

Python Symbolic Execution with LLM-powered Code Generation

Wenhan Wang, Kaibo Liu, An Ran Chen, Ge Li, Zhi Jin, Gang Huang, Lei Ma

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE

Promptable Closed-loop Traffic Simulation

Shuhan Tan, Boris Ivanovic, Yuxiao Chen, Boyi Li, Xinshuo Weng, Yulong Cao, Philipp Krähenbühl, Marco Pavone

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments Accepted to CoRL 2024. Website available at https://ariostgx.github.io/ProSim

A Survey on Large Language Models for Software Engineering

Quanjun Zhang, Chunrong Fang, Yang Xie, Yaxin Zhang, Yun Yang, Weisong Sun, Shengcheng Yu, Zhenyu Chen

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

Comments updating 1009 papers

Multistep Inverse Is Not All You Need

Alexander Levine, Peter Stone, Amy Zhang

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments RLC 2024

Enhancing Source Code Security with LLMs: Demystifying The Challenges and Generating Reliable Repairs

Nafis Tanveer Islam, Joseph Khoury, Andrew Seong, Elias Bou-Harb, Peyman Najafirad

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

Affordable Generative Agents

Yangbin Yu, Qin Zhang, Junyou Li, Qiang Fu, Deheng Ye

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Automated Machine Learning in Insurance

Panyi Dong, Zhiyu Quan

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

A Deep Reinforcement Learning Approach for Security-Aware Service Acquisition in IoT

Marco Arazzi, Serena Nicolazzo, Antonino Nocera

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Journal ref Journal of Information Security and Applications 2024

SDGym: Low-Code Reinforcement Learning Environments using System Dynamics Models

Emmanuel Klu, Sameer Sethi, DJ Passey, Donald Martin

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments Presented at ISDC 2024, Bergen, Norway

Visual Integration of Static and Dynamic Software Analysis in Code Reviews via Software City Visualization

Alexander Krause-Glau, Lukas Damerau, Malte Hansen, Wilhelm Hasselbring

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

Comments submitted to VISSOFT 2024, see https://vissoft.info/2024/program.html

Personalized Dynamic Difficulty Adjustment -- Imitation Learning Meets Reinforcement Learning

Ronja Fuchs, Robin Gieseke, Alexander Dockhorn

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

Comments 2 pages, the code to our demo can be found here: https://github.com/ronjafuchs/ICE_AI

Reinforcement Learning Friendly Vision-Language Model for Minecraft

Haobin Jiang, Junpeng Yue, Hao Luo, Ziluo Ding, Zongqing Lu

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments ECCV 2024

On the Perturbed States for Transformed Input-robust Reinforcement Learning

Tung M. Luu, Haeyong Kang, Tri Ton, Thanh Nguyen, Chang D. Yoo

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments 12 pages (Code: https://github.com/tunglm2203/tirl)

RoCo:Robust Collaborative Perception By Iterative Object Matching and Pose Adjustment

Zhe Huang, Shuo Wang, Yongcai Wang, Wanting Li, Deying Li, Lei Wang

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments ACM MM2024

Journal ref Proceedings of the 32nd ACM International Conference on Multimedia (MM '24), October 28-November 1, 2024, Melbourne, VIC, Australia

Generative Expressive Conversational Speech Synthesis

Rui Liu, Yifan Hu, Yi Ren, Xiang Yin, Haizhou Li

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

Comments 14 pages, 6 figures, 8 tables. Accepted by ACM MM 2024

Rina: Enhancing Ring-AllReduce with In-network Aggregation in Distributed Model Training

Zixuan Chen, Xuandong Liu, Minglin Li, Yinfan Hu, Hao Mei, Huifeng Xing, Hao Wang, Wanxin Shi, Sen Liu, Yang Xu

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments To appear in ICNP 2024. Preview version only

CarDreamer: Open-Source Learning Platform for World Model based Autonomous Driving

Dechen Gao, Shuangyu Cai, Hanchu Zhou, Hang Wang, Iman Soltani, Junshan Zhang

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments Dechen Gao, Shuangyu Cai, Hanchu Zhou, Hang Wang contributed equally

BISCUIT: Scaffolding LLM-Generated Code with Ephemeral UIs in Computational Notebooks

Ruijia Cheng, Titus Barik, Alan Leung, Fred Hohman, Jeffrey Nichols

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

Mining Issue Trackers: Concepts and Techniques

Lloyd Montgomery, Clara Lüders, Walid Maalej

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

Comments 21 pages

Verificarlo CI: continuous integration for numerical optimization and debugging

Aurélien Delval, François Coppens, Eric Petit, Roman Iakymchuk, Pablo de Oliveira Castro

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

Expert Proximity as Surrogate Rewards for Single Demonstration Imitation Learning

Chia-Cheng Chiang, Li-Cheng Lan, Wei-Fang Sun, Chien Feng, Cho-Jui Hsieh, Chun-Yi Lee

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments Published at ICML 2024. Code: https://github.com/stanl1y/tdil

$\text{Alpha}^2$: Discovering Logical Formulaic Alphas using Deep Reinforcement Learning

Feng Xu, Yan Yin, Xinyu Zhang, Tianyuan Liu, Shengyi Jiang, Zongzhang Zhang

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

RES-Q: Evaluating Code-Editing Large Language Model Systems at the Repository Scale

Beck LaBash, August Rosedale, Alex Reents, Lucas Negritto, Colin Wiel

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph

Tong Zhou, Yubo Chen, Kang Liu, Jun Zhao

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing

Xinbo Zhao, Yingxue Zhang, Xin Zhang, Yu Yang, Yiqun Xie, Yanhua Li, Jun Luo

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

Comments KDD 2024

Requirements are All You Need: From Requirements to Code with LLMs

Bingyang Wei

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

UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control

Maonan Wang, Xi Xiong, Yuheng Kan, Chengcheng Xu, Man-On Pun

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments 18 pages, 9 figures

Journal ref IEEE Transactions on Vehicular Technology, 2024

A Tool for Test Case Scenarios Generation Using Large Language Models

Abdul Malik Sami, Zeeshan Rasheed, Muhammad Waseem, Zheying Zhang, Herda Tomas, Pekka Abrahamsson

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE

Comments 6 pages, 2 figures, and 1 table

AICoderEval: Improving AI Domain Code Generation of Large Language Models

Yinghui Xia, Yuyan Chen, Tianyu Shi, Jun Wang, Jinsong Yang

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

AnalogCoder: Analog Circuit Design via Training-Free Code Generation

Yao Lai, Sungyoung Lee, Guojin Chen, Souradip Poddar, Mengkang Hu, David Z. Pan, Ping Luo

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG