AI Agent

A Survey On Enhancing Reinforcement Learning in Complex Environments: Insights from Human and LLM Feedback

Alireza Rashidi Laleh, Majid Nili Ahmadabadi

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Instrumentation of Software Systems with OpenTelemetry for Software Visualization

Malte Hansen, Wilhelm Hasselbring

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE

Comments submitted to SSP 2024, see https://www.performance-symposium.org/ssp-2024/program/

Newclid: A User-Friendly Replacement for AlphaGeometry

Vladmir Sicca, Tianxiang Xia, Mathïs Fédérico, Philip John Gorinski, Simon Frieder, Shangling Jui

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

Comments 51 pages

'Explaining RL Decisions with Trajectories': A Reproducibility Study

Karim Abdel Sadek, Matteo Nulli, Joan Velja, Jort Vincenti

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Journal ref Transactions on Machine Learning Research, May 2024

Tangled Program Graphs as an alternative to DRL-based control algorithms for UAVs

Hubert Szolc, Karol Desnos, Tomasz Kryjak

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments The papers was accepted for the 2024 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA) conference in Poznan, Poland

CIBench: Evaluating Your LLMs with a Code Interpreter Plugin

Chuyu Zhang, Songyang Zhang, Yingfan Hu, Haowen Shen, Kuikun Liu, Zerun Ma, Fengzhe Zhou, Wenwei Zhang, Xuming He, Dahua Lin, Kai Chen

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

Comments Under review. The first three authors contribute equally, and Songyang Zhang is the project leader

Fine Grained Insider Risk Detection

Birkett Huber, Casper Neo, Keiran Sampson, Alex Kantchelian, Brett Ksobiech, Yanis Pavlidis

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Taking AI Welfare Seriously

Robert Long, Jeff Sebo, Patrick Butlin, Kathleen Finlinson, Kyle Fish, Jacqueline Harding, Jacob Pfau, Toni Sims, Jonathan Birch, David Chalmers

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

iVideoGPT: Interactive VideoGPTs are Scalable World Models

Jialong Wu, Shaofeng Yin, Ningya Feng, Xu He, Dong Li, Jianye Hao, Mingsheng Long

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

Comments NeurIPS 2024. Code is available at project website: https://thuml.github.io/iVideoGPT

Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search

Nicola Dainese, Matteo Merler, Minttu Alakuijala, Pekka Marttinen

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

Comments Accepted at NeurIPS 2024, Main Track. 11 pages in main text, 40 pages including references and supplementary materials. 2 figures and 3 tables in the main text, 9 figures and 12 tables when including the supplementary materials. Website at https://sites.google.com/view/code-world-models/home

A Modified Q-Learning Algorithm for Rate-Profiling of Polarization Adjusted Convolutional (PAC) Codes

Samir Kumar Mishra, Digvijay Katyal, Sarvesha Anegundi Ganapathi

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments arXiv admin note: text overlap with arXiv:2011.04930 This work has been submitted to the IEEE for possible publication

CybORG++: An Enhanced Gym for the Development of Autonomous Cyber Agents

Harry Emerson, Liz Bates, Chris Hicks, Vasilios Mavroudis

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments 8 pages, 3 figures and included appendix

Multi-Type Preference Learning: Empowering Preference-Based Reinforcement Learning with Equal Preferences

Ziang Liu, Junjie Xu, Xingjiao Wu, Jing Yang, Liang He

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments 8 pages, 6 figures

StablePrompt: Automatic Prompt Tuning using Reinforcement Learning for Large Language Models

Minchan Kwon, Gaeun Kim, Jongsuk Kim, Haeil Lee, Junmo Kim

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

Comments EMNLP 2024 cam-ready

Target Pose Guided Whole-body Grasping Motion Generation for Digital Humans

Quanquan Shao, Yi Fang

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments 7 pages,5 figures

LLM-Based Test-Driven Interactive Code Generation: User Study and Empirical Evaluation

Sarah Fakhoury, Aaditya Naik, Georgios Sakkas, Saikat Chakraborty, Shuvendu K. Lahiri

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

Comments IEEE Transactions on Software Engineering, vol. 50, no. 09, pp. 2254-2268, 2024

Journal ref in IEEE Transactions on Software Engineering, vol. 50, no. 09, pp. 2254-2268, 2024

Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models

Jiaming Li, Lei Zhang, Yunshui Li, Ziqiang Liu, yuelin bai, Run Luo, Longze Chen, Min Yang

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

Speech-Copilot: Leveraging Large Language Models for Speech Processing via Task Decomposition, Modularization, and Program Generation

Chun-Yi Kuan, Chih-Kai Yang, Wei-Ping Huang, Ke-Han Lu, Hung-yi Lee

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

Comments Accepted to SLT 2024

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