AI Agent

Evaluating Temporal Observation-Based Causal Discovery Techniques Applied to Road Driver Behaviour

Rhys Howard, Lars Kunze

专题命中 Agent评测 ：agent(abstract)；autonomous agent(abstract)；分类 cs.AI

Comments 26 Pages = 13 Pages (Main Content) + 5 Pages (References) + 8 Pages (Appendix), 2 Figures, To be published in the Proceedings of the 2nd Conference on Causal Learning and Reasoning as part of the Journal of Machine Learning Research Workshop and Conference Proceedings series, Final submission version; Updated from initial to final submission version

Journal ref Proceedings of the Second Conference on Causal Learning and Reasoning, PMLR 213:473-498, 2023

Fighting Game Adaptive Background Music for Improved Gameplay

Ibrahim Khan, Thai Van Nguyen, Chollakorn Nimpattanavong, Ruck Thawonmas

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

Comments This is an updated version of our IEEE CoG 2023 paper (https://ieeexplore.ieee.org/document/10333245). This version has revised the description of the association between the distance between the two players (PD) and the instrument's volume on page 2. arXiv admin note: substantial text overlap with arXiv:2303.15734

AntEval: Evaluation of Social Interaction Competencies in LLM-Driven Agents

Yuanzhi Liang, Linchao Zhu, Yi Yang

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.CL

Comments Preliminary version of an ongoing work

SAIE Framework: Support Alone Isn't Enough -- Advancing LLM Training with Adversarial Remarks

Mengsay Loem, Masahiro Kaneko, Naoaki Okazaki

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.CL

A Conflict-Aware Optimal Goal Assignment Algorithm for Multi-Robot Systems

Aakash, Indranil Saha

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

The Reasons that Agents Act: Intention and Instrumental Goals

Francis Rhys Ward, Matt MacDermott, Francesco Belardinelli, Francesca Toni, Tom Everitt

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

Comments AAMAS24

Mixed Q-Functionals: Advancing Value-Based Methods in Cooperative MARL with Continuous Action Domains

Yasin Findik, S. Reza Ahmadzadeh

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.LG

The Future of Cognitive Strategy-enhanced Persuasive Dialogue Agents: New Perspectives and Trends

Mengqi Chen, Bin Guo, Hao Wang, Haoyu Li, Qian Zhao, Jingqi Liu, Yasan Ding, Yan Pan, Zhiwen Yu

专题命中 Agent评测 ：agent(abstract)；planning(abstract)；分类 cs.CL

Comments 36 pages, 6 figures

A Preliminary Study on Using Large Language Models in Software Pentesting

Kumar Shashwat, Francis Hahn, Xinming Ou, Dmitry Goldgof, Lawrence Hall, Jay Ligatti, S. Raj Rajgopalan, Armin Ziaie Tabari

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

Informal Safety Guarantees for Simulated Optimizers Through Extrapolation from Partial Simulations

Luke Marks

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments 17 pages, 0 figures

Trust model of privacy-concerned, emotionally-aware agents in a cooperative logistics problem

J. Carbo, J. M. Molina

专题命中 Agent评测 ：agent(abstract)；autonomous agent(abstract)；分类 cs.AI

Quantifying stability of non-power-seeking in artificial agents

Evan Ryan Gunter, Yevgeny Liokumovich, Victoria Krakovna

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

Comments 37 pages, 5 figures

ReMAV: Reward Modeling of Autonomous Vehicles for Finding Likely Failure Events

Aizaz Sharif, Dusica Marijan

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

DARLEI: Deep Accelerated Reinforcement Learning with Evolutionary Intelligence

Saeejith Nair, Mohammad Javad Shafiee, Alexander Wong

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments 9 pages

Testing Language Model Agents Safely in the Wild

Silen Naihin, David Atkinson, Marc Green, Merwane Hamadi, Craig Swift, Douglas Schonholtz, Adam Tauman Kalai, David Bau

专题命中 Agent评测 ：agent(abstract)；autonomous agent(abstract)；分类 cs.AI

Caring Trouble and Musical AI: Considerations towards a Feminist Musical AI

Kelsey Cotton, Kıvanç Tatar

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

Comments AI and Musical Creativity 2023

Journal ref AIMC 2023. https://aimc2023.pubpub.org/pub/zwjy371l

CoinRun: Solving Goal Misgeneralisation

Stuart Armstrong, Alexandre Maranhão, Oliver Daniels-Koch, Patrick Leask, Rebecca Gorman

专题命中 Agent评测 ：agent(abstract)；autonomous agent(abstract)；分类 cs.AI

Melting Pot 2.0

John P. Agapiou, Alexander Sasha Vezhnevets, Edgar A. Duéñez-Guzmán, Jayd Matyas, Yiran Mao, Peter Sunehag, Raphael Köster, Udari Madhushani, Kavya Kopparapu, Ramona Comanescu, DJ Strouse, Michael B. Johanson, Sukhdeep Singh, Julia Haas, Igor Mordatch, Dean Mobbs, Joel Z. Leibo

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments 69 pages, 54 figures. arXiv admin note: text overlap with arXiv:2107.06857

Data Formulator: AI-powered Concept-driven Visualization Authoring

Chenglong Wang, John Thompson, Bongshin Lee

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

Penalty-Based Imitation Learning With Cross Semantics Generation Sensor Fusion for Autonomous Driving

Hongkuan Zhou, Aifen Sui, Letian Shi, Yinxian Li

专题命中 Agent评测 ：agent(abstract)；autonomous agent(abstract)；分类 cs.AI

Joint Metrics Matter: A Better Standard for Trajectory Forecasting

Erica Weng, Hana Hoshino, Deva Ramanan, Kris Kitani

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments Published as a conference paper at ICCV 2023

On Exploiting Hitting Sets for Model Reconciliation

Stylianos Loukas Vasileiou, Alessandro Previti, William Yeoh

专题命中 Agent评测 ：agent(abstract)；planning(abstract)；分类 cs.AI

Large-Scale Traffic Signal Control Using Constrained Network Partition and Adaptive Deep Reinforcement Learning

Hankang Gu, Shangbo Wang, Xiaoguang Ma, Dongyao Jia, Guoqiang Mao, Eng Gee Lim, Cheuk Pong Ryan Wong

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Random Feature Models for Learning Interacting Dynamical Systems

Yuxuan Liu, Scott G. McCalla, Hayden Schaeffer

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.LG

AgentSims: An Open-Source Sandbox for Large Language Model Evaluation

Jiaju Lin, Haoran Zhao, Aochi Zhang, Yiting Wu, Huqiuyue Ping, Qin Chen

专题命中 Agent评测 ：tool-use(abstract)；planning(abstract)；分类 cs.AI

Comments submit to EMNLP2023 demo track

Tachikuma: Understading Complex Interactions with Multi-Character and Novel Objects by Large Language Models

Yuanzhi Liang, Linchao Zhu, Yi Yang

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

Comments Preliminary version of an ongoing work

Some Preliminary Steps Towards Metaverse Logic

Antonio L. Furtado, Marco A. Casanova, Edirlei Soares de Lima

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

Diversity is Strength: Mastering Football Full Game with Interactive Reinforcement Learning of Multiple AIs

Chenglu Sun, Shuo Shen, Sijia Xu, Weidong Zhang

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Rethinking Closed-loop Training for Autonomous Driving

Chris Zhang, Runsheng Guo, Wenyuan Zeng, Yuwen Xiong, Binbin Dai, Rui Hu, Mengye Ren, Raquel Urtasun

专题命中 Agent评测 ：agent(abstract)；planning(abstract)；分类 cs.LG

Comments ECCV 2022

Network Slicing via Transfer Learning aided Distributed Deep Reinforcement Learning

Tianlun Hu, Qi Liao, Qiang Liu, Georg Carle

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments 6 pages, 8 figures, IEEE Global Communications Conference 2022