AI Agent

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

Learning to Identify Critical States for Reinforcement Learning from Videos

Haozhe Liu, Mingchen Zhuge, Bing Li, Yuhui Wang, Francesco Faccio, Bernard Ghanem, Jürgen Schmidhuber

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments This paper was accepted to ICCV23

LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation

Leigang Qu, Shengqiong Wu, Hao Fei, Liqiang Nie, Tat-Seng Chua

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

Comments Accepted by ACM MM 2023

Expeditious Saliency-guided Mix-up through Random Gradient Thresholding

Minh-Long Luu, Zeyi Huang, Eric P. Xing, Yong Jae Lee, Haohan Wang

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments Accepted Long paper at 2nd Practical-DL Workshop at AAAI 2023

Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attacks

Tian Yu Liu, Yu Yang, Baharan Mirzasoleiman

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments Code available at: https://github.com/tianyu139/friendly-noise

Context-Aware Timewise VAEs for Real-Time Vehicle Trajectory Prediction

Pei Xu, Jean-Bernard Hayet, Ioannis Karamouzas

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Knowledge-Driven Robot Program Synthesis from Human VR Demonstrations

Benjamin Alt, Franklin Kenghagho Kenfack, Andrei Haidu, Darko Katic, Rainer Jäkel, Michael Beetz

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

Comments 10 pages, 11 figures, accepted at the 20th International Conference on Principles of Knowledge Representation and Reasoning (KR2023, https://kr.org/KR2023)

The Dormant Neuron Phenomenon in Deep Reinforcement Learning

Ghada Sokar, Rishabh Agarwal, Pablo Samuel Castro, Utku Evci

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments Oral at ICML 2023

ScaffML: A Quantum Behavioral Interface Specification Language for Scaffold

Tiancheng Jin, Jianjun Zhao

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

Comments This paper will be appeared in the proceedings of the 2023 IEEE International Conference on Quantum Software (QSW 2023), July 2-8, 2023

Synthesizing a Progression of Subtasks for Block-Based Visual Programming Tasks

Alperen Tercan, Ahana Ghosh, Hasan Ferit Eniser, Maria Christakis, Adish Singla

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

The Impact of a Continuous Integration Service on the Delivery Time of Merged Pull Requests

João Helis Bernardo, Daniel Alencar da Costa, Uirá Kulesza, Christoph Treude

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

A Network Perspective on the Influence of Code Review Bots on the Structure of Developer Collaborations

Leonore Röseler, Ingo Scholtes, Christoph Gote

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

Comments 8 pages