AI Agent

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

Evaluating Large Language Models for automatic analysis of teacher simulations

David de-Fitero-Dominguez, Mariano Albaladejo-González, Antonio Garcia-Cabot, Eva Garcia-Lopez, Antonio Moreno-Cediel, Erin Barno, Justin Reich

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

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

Predicting Parking Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach

Huaiwu Zhang, Yutong Xia, Siru Zhong, Kun Wang, Zekun Tong, Qingsong Wen, Roger Zimmermann, Yuxuan Liang

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

Comments Accepted by IJCAI 2024 (Multi-Year Track On AI And Social Good with ~20% acceptance rate)

DecisionHoldem: Safe Depth-Limited Solving With Diverse Opponents for Imperfect-Information Games

Qibin Zhou, Dongdong Bai, Junge Zhang, Fuqing Duan, Kaiqi Huang

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Competing for pixels: a self-play algorithm for weakly-supervised segmentation

Shaheer U. Saeed, Shiqi Huang, João Ramalhinho, Iani J. M. B. Gayo, Nina Montaña-Brown, Ester Bonmati, Stephen P. Pereira, Brian Davidson, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

WIP: A Unit Testing Framework for Self-Guided Personalized Online Robotics Learning

Ponkoj Chandra Shill, David Feil-Seifer, Jiullian-Lee Vargas Ruiz, Rui Wu

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

Comments 5 pages, 4 figures, IEEE FIE 2024

WEFix: Intelligent Automatic Generation of Explicit Waits for Efficient Web End-to-End Flaky Tests

Xinyue Liu, Zihe Song, Weike Fang, Wei Yang, Weihang Wang

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

Comments 8 pages. Accepted for publication in the proceedings of the ACM Web Conference 2024 (WWW 24)

Exploration and Anti-Exploration with Distributional Random Network Distillation

Kai Yang, Jian Tao, Jiafei Lyu, Xiu Li

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments ICML 2024 accepted

Self-collaboration Code Generation via ChatGPT

Yihong Dong, Xue Jiang, Zhi Jin, Ge Li

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE

Comments Accepted to TOSEM

Prototype2Code: End-to-end Front-end Code Generation from UI Design Prototypes

Shuhong Xiao, Yunnong Chen, Jiazhi Li, Liuqing Chen, Lingyun Sun, Tingting Zhou

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

Comments 11 pages, 6 figures

ChatUniTest: A Framework for LLM-Based Test Generation

Yinghao Chen, Zehao Hu, Chen Zhi, Junxiao Han, Shuiguang Deng, Jianwei Yin

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

Comments This shorter version is accepted by the FSE 2024 Demonstrations Track, and the previous longer version titled "ChatUniTest: a ChatGPT-based automated unit test generation tool" can be found at arXiv:2305.04764v1

Prioritizing Software Requirements Using Large Language Models

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

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

From Keyboard to Chatbot: An AI-powered Integration Platform with Large-Language Models for Teaching Computational Thinking for Young Children

Changjae Lee, Jinjun Xiong

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments 26 pages, 11 figures