AI Agent

Maximum diffusion reinforcement learning

Thomas A. Berrueta, Allison Pinosky, Todd D. Murphey

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

Comments The PDF file contains the collated main text and supplementary information. For supplementary movies, see https://www.youtube.com/playlist?list=PLO5AGPa3klrCTSO-t7HZsVNQinHXFQmn9

AutoCoder: Enhancing Code Large Language Model with \textsc{AIEV-Instruct}

Bin Lei, Yuchen Li, Qiuwu Chen

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

ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles

Jiawei Zhang, Chejian Xu, Bo Li

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

Comments The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024

AI-Assisted Assessment of Coding Practices in Modern Code Review

Manushree Vijayvergiya, Małgorzata Salawa, Ivan Budiselić, Dan Zheng, Pascal Lamblin, Marko Ivanković, Juanjo Carin, Mateusz Lewko, Jovan Andonov, Goran Petrović, Daniel Tarlow, Petros Maniatis, René Just

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

Comments To appear at the ACM International Conference on AI-Powered Software (AIware '24)

Can Github issues be solved with Tree Of Thoughts?

Ricardo La Rosa, Corey Hulse, Bangdi Liu

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

Comments 8 pages, 2 figures, 7 tables

Semi-supervised Anomaly Detection via Adaptive Reinforcement Learning-Enabled Method with Causal Inference for Sensor Signals

Xiangwei Chen, Ruliang Xiaoa, Zhixia Zeng, Zhipeng Qiu, Shi Zhang, Xin Du

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

Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation

Qiang He, Tianyi Zhou, Meng Fang, Setareh Maghsudi

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

Comments Accepted to CVPR23; Code: https://github.com/sweetice/BEER-ICLR2024

MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts

Haoqiang Guo, Sendong Zhao, Haochun Wang, Yanrui Du, Bing Qin

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

Comments Accepted by AAAI 2024

Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models

Yanwei Li, Yuechen Zhang, Chengyao Wang, Zhisheng Zhong, Yixin Chen, Ruihang Chu, Shaoteng Liu, Jiaya Jia

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

Comments Code and models are available at https://github.com/dvlab-research/MiniGemini

An LLM-Based Digital Twin for Optimizing Human-in-the Loop Systems

Hanqing Yang, Marie Siew, Carlee Joe-Wong

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

Comments Accepted at International Workshop on Foundation Models for Cyber-Physical Systems & Internet of Things (FMSys) 2024, Co-located at CPS-IoT Week 2024

DouRN: Improving DouZero by Residual Neural Networks

Yiquan Chen, Yingchao Lyu, Di Zhang

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

Journal ref CyberC 2023: 96-99

TD-MPC2: Scalable, Robust World Models for Continuous Control

Nicklas Hansen, Hao Su, Xiaolong Wang

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

Comments ICLR 2024. Explore videos, models, data, code, and more at https://tdmpc2.com

COLA: Cross-city Mobility Transformer for Human Trajectory Simulation

Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, Mingli Song

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

Comments Accepted by WWW 2024

Unsupervised Zero-Shot Reinforcement Learning via Functional Reward Encodings

Kevin Frans, Seohong Park, Pieter Abbeel, Sergey Levine

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

REPOFUSE: Repository-Level Code Completion with Fused Dual Context

Ming Liang, Xiaoheng Xie, Gehao Zhang, Xunjin Zheng, Peng Di, wei jiang, Hongwei Chen, Chengpeng Wang, Gang Fan

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

RoboScript: Code Generation for Free-Form Manipulation Tasks across Real and Simulation

Junting Chen, Yao Mu, Qiaojun Yu, Tianming Wei, Silang Wu, Zhecheng Yuan, Zhixuan Liang, Chao Yang, Kaipeng Zhang, Wenqi Shao, Yu Qiao, Huazhe Xu, Mingyu Ding, Ping Luo

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

Comments 10 pages of main paper, 4 pages of appendix; 10 figures in main paper, 3 figures in appendix

SwissNYF: Tool Grounded LLM Agents for Black Box Setting

Somnath Sendhil Kumar, Dhruv Jain, Eshaan Agarwal, Raunak Pandey

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

Context Composing for Full Line Code Completion

Anton Semenkin, Yaroslav Sokolov, Evgeniia Vu

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

Comments 3 pages. Accepted for publication in the proceedings of ICSE 2024 IDE workshop

Open RAN LSTM Traffic Prediction and Slice Management using Deep Reinforcement Learning

Fatemeh Lotfi, Fatemeh Afghah

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

Comments Accepted to publish in the IEEE Asilomar Conference on Signals, Systems, and Computers, 2023

Systematic Comparison of Software Agents and Digital Twins: Differences, Similarities, and Synergies in Industrial Production

Lasse Matthias Reinpold, Lukas Peter Wagner, Felix Gehlhoff, Malte Ramonat, Maximilian Kilthau, Milapji Singh Gill, Jonathan Tobias Reif, Vincent Henkel, Lena Scholz, Alexander Fay

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

Comments Manuscript submitted to Journal of Intelligent Manufacturing, Corresponding dataset: https://doi.org/10.5281/zenodo.8120623 Additional references in Sec. 1, some other minor changes

DREAM: Debugging and Repairing AutoML Pipelines

Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen

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

Comments 12 pages, 10 figures

Dynamic Knowledge Injection for AIXI Agents

Samuel Yang-Zhao, Kee Siong Ng, Marcus Hutter

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

Comments 16 pages, 2 figures, extended length version of paper to be published in AAAI2024

Towards Fair Graph Federated Learning via Incentive Mechanisms

Chenglu Pan, Jiarong Xu, Yue Yu, Ziqi Yang, Qingbiao Wu, Chunping Wang, Lei Chen, Yang Yang

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

Comments 15 pages, 4 figures, accepted by AAAI'24

Balance is Essence: Accelerating Sparse Training via Adaptive Gradient Correction

Bowen Lei, Dongkuan Xu, Ruqi Zhang, Shuren He, Bani K. Mallick

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

OccWorld: Learning a 3D Occupancy World Model for Autonomous Driving

Wenzhao Zheng, Weiliang Chen, Yuanhui Huang, Borui Zhang, Yueqi Duan, Jiwen Lu

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

Comments Code is available at: https://github.com/wzzheng/OccWorld

Exploring and Characterizing Large Language Models For Embedded System Development and Debugging

Zachary Englhardt, Richard Li, Dilini Nissanka, Zhihan Zhang, Girish Narayanswamy, Joseph Breda, Xin Liu, Shwetak Patel, Vikram Iyer

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

An Empirical Bayes Framework for Open-Domain Dialogue Generation

Jing Yang Lee, Kong Aik Lee, Woon-Seng Gan

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

MIRACLE: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute Control

Zhenyi Lu, Wei Wei, Xiaoye Qu, XianLing Mao, Dangyang Chen, Jixiong Chen

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

Comments Accepted by EMNLP2023 findings

SegmATRon: Embodied Adaptive Semantic Segmentation for Indoor Environment

Tatiana Zemskova, Margarita Kichik, Dmitry Yudin, Aleksei Staroverov, Aleksandr Panov

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

Comments 14 pages, 6 figures

Red Teaming with Mind Reading: White-Box Adversarial Policies Against RL Agents

Stephen Casper, Taylor Killian, Gabriel Kreiman, Dylan Hadfield-Menell

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

Comments Code is available at https://github.com/thestephencasper/lm_white_box_attacks