AI Agent

AI-based Attacker Models for Enhancing Multi-Stage Cyberattack Simulations in Smart Grids Using Co-Simulation Environments

Omer Sen, Christoph Pohl, Immanuel Hacker, Markus Stroot, Andreas Ulbig

专题命中 Agent评测 ：agent(abstract)；autonomous agent(abstract)

Journal ref 2024 IEEE International Conference on Cyber Security and Resilience (CSR)

InterHub: A Naturalistic Trajectory Dataset with Dense Interaction for Autonomous Driving

Xiyan Jiang, Xiaocong Zhao, Yiru Liu, Zirui Li, Peng Hang, Lu Xiong, Jian Sun

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing

Rong-Cheng Tu, Wenhao Sun, Zhao Jin, Jingyi Liao, Jiaxing Huang, Dacheng Tao

专题命中 Agent评测 ：agent(abstract)；planning(abstract)

Towards Robust Evaluation of Unlearning in LLMs via Data Transformations

Abhinav Joshi, Shaswati Saha, Divyaksh Shukla, Sriram Vema, Harsh Jhamtani, Manas Gaur, Ashutosh Modi

专题命中 Agent评测 ：AI agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments Accepted at EMNLP 2024 Findings; 21 pages (5 page main content + references + appendix)

Aligning LLM Agents by Learning Latent Preference from User Edits

Ge Gao, Alexey Taymanov, Eduardo Salinas, Paul Mineiro, Dipendra Misra

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Sample-Efficient Alignment for LLMs

Zichen Liu, Changyu Chen, Chao Du, Wee Sun Lee, Min Lin

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise

Xingang Guo, Darioush Keivan, Usman Syed, Lianhui Qin, Huan Zhang, Geir Dullerud, Peter Seiler, Bin Hu

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Competitors-Aware Stochastic Lap Strategy Optimisation for Race Hybrid Vehicles

Francesco Braghin, Luca Paparusso, Manuel Riani, Fabio Ruggeri

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments 15 pages, 19 figures, 3 tables. This work has been submitted to the IEEE for possible publication

Bearing-Only Solution for Fermat-Weber Location Problem: Generalized Algorithms

Nhat-Minh Le-Phan, Phuoc Doan Nguyen, Hyo-Sung Ahn, Minh Hoang Trinh

专题命中 Agent评测 ：agent(abstract)；autonomous agent(abstract)

Comments 14 pages (double-column), 7 figures, submitted to a journal

DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews

Sergio Burdisso, Ernesto Reyes-Ramírez, Esaú Villatoro-Tello, Fernando Sánchez-Vega, Pastor López-Monroy, Petr Motlicek

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments Accepted to Clinical NLP workshop at NAACL 2024

Tax Credits and Household Behavior: The Roles of Myopic Decision-Making and Liquidity in a Simulated Economy

Kshama Dwarakanath, Jialin Dong, Svitlana Vyetrenko

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Words as Beacons: Guiding RL Agents with High-Level Language Prompts

Unai Ruiz-Gonzalez, Alain Andres, Pedro G. Bascoy, Javier Del Ser

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

MMLU-SR: A Benchmark for Stress-Testing Reasoning Capability of Large Language Models

Wentian Wang, Sarthak Jain, Paul Kantor, Jacob Feldman, Lazaros Gallos, Hao Wang

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

T2Vs Meet VLMs: A Scalable Multimodal Dataset for Visual Harmfulness Recognition

Chen Yeh, You-Ming Chang, Wei-Chen Chiu, Ning Yu

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments Accepted to NeurIPS'24 Datasets and Benchmarks Track

Development and Evaluation Study of Intelligent Cockpit in the Age of Large Models

Jun Ma, Meng Wang, Jinhui Pang, Haofen Wang, Xuejing Feng, Zhipeng Hu, Zhenyu Yang, Mingyang Guo, Zhenming Liu, Junwei Wang, Siyi Lu, Zhiming Gou

专题命中 Agent评测 ：agent(abstract)；AI agent(abstract)

Comments 21pages, 5 figures

Collaborative Human-AI Risk Annotation: Co-Annotating Online Incivility with CHAIRA

Jinkyung Katie Park, Rahul Dev Ellezhuthil, Pamela Wisniewski, Vivek Singh

专题命中 Agent评测 ：agent(abstract)；AI agent(abstract)

Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Chenglei Si, Diyi Yang, Tatsunori Hashimoto

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments main paper is 20 pages

Language-Guided World Models: A Model-Based Approach to AI Control

Alex Zhang, Khanh Nguyen, Jens Tuyls, Albert Lin, Karthik Narasimhan

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments SpLU-RoboNLP workshop at ACL 2024

Applications in CityLearn Gym Environment for Multi-Objective Control Benchmarking in Grid-Interactive Buildings and Districts

Kingsley Nweye, Zoltan Nagy

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments To be published in IBPSA-USA SimBuild 2024 Conference

SWE-bench-java: A GitHub Issue Resolving Benchmark for Java

Daoguang Zan, Zhirong Huang, Ailun Yu, Shaoxin Lin, Yifan Shi, Wei Liu, Dong Chen, Zongshuai Qi, Hao Yu, Lei Yu, Dezhi Ran, Muhan Zeng, Bo Shen, Pan Bian, Guangtai Liang, Bei Guan, Pengjie Huang, Tao Xie, Yongji Wang, Qianxiang Wang

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.SE

Comments This work is in progress

Bayesian Optimization Framework for Efficient Fleet Design in Autonomous Multi-Robot Exploration

David Molina Concha, Jiping Li, Haoran Yin, Kyeonghyeon Park, Hyun-Rok Lee, Taesik Lee, Dhruv Sirohi, Chi-Guhn Lee

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Algorithmic Contract Design with Reinforcement Learning Agents

David Molina Concha, Kyeonghyeon Park, Hyun-Rok Lee, Taesik Lee, Chi-Guhn Lee

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

PsybORG+: Modeling and Simulation for Detecting Cognitive Biases in Advanced Persistent Threats

Shuo Huang, Fred Jones, Nikolos Gurney, David Pynadath, Kunal Srivastava, Stoney Trent, Peggy Wu, Quanyan Zhu

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

MS-Mapping: An Uncertainty-Aware Large-Scale Multi-Session LiDAR Mapping System

Xiangcheng Hu, Jin Wu, Jianhao Jiao, Binqian Jiang, Wei Zhang, Wenshuo Wang, Ping Tan

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments 18 pages, 22 figures

Using LLMs to Automate Threat Intelligence Analysis Workflows in Security Operation Centers

PeiYu Tseng, ZihDwo Yeh, Xushu Dai, Peng Liu

专题命中 Agent评测 ：agent(abstract)；AI agent(abstract)

Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs

Rudolf Laine, Bilal Chughtai, Jan Betley, Kaivalya Hariharan, Jeremy Scheurer, Mikita Balesni, Marius Hobbhahn, Alexander Meinke, Owain Evans

专题命中 Agent评测 ：planning(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments 11 page main body, 98 page appendix, 58 figures

Symbolic Learning Enables Self-Evolving Agents

Wangchunshu Zhou, Yixin Ou, Shengwei Ding, Long Li, Jialong Wu, Tiannan Wang, Jiamin Chen, Shuai Wang, Xiaohua Xu, Ningyu Zhang, Huajun Chen, Yuchen Eleanor Jiang

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments Code available at https://github.com/aiwaves-cn/agents

Mental Modeling of Reinforcement Learning Agents by Language Models

Wenhao Lu, Xufeng Zhao, Josua Spisak, Jae Hee Lee, Stefan Wermter

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments https://lukaswill.github.io/

Evolving Agents: Interactive Simulation of Dynamic and Diverse Human Personalities

Jiale Li, Jiayang Li, Jiahao Chen, Yifan Li, Shijie Wang, Hugo Zhou, Minjun Ye, Yunsheng Su

专题命中 Agent评测 ：agent(abstract)；planning(abstract)

Random Choices can Facilitate the Solving of Collective Network Coloring Problems by Artificial Agents

Matthew I. Jones, Scott D. Pauls, Feng Fu

专题命中 Agent评测 ：agent(abstract)；autonomous agent(abstract)

Comments Comments are welcome