AI Agent

Do LLMs "know" internally when they follow instructions?

Juyeon Heo, Christina Heinze-Deml, Oussama Elachqar, Kwan Ho Ryan Chan, Shirley Ren, Udhay Nallasamy, Andy Miller, Jaya Narain

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

Hybrid Learners Do Not Forget: A Brain-Inspired Neuro-Symbolic Approach to Continual Learning

Amin Banayeeanzade, Mohammad Rostami

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

Refining Positive and Toxic Samples for Dual Safety Self-Alignment of LLMs with Minimal Human Interventions

Jingxin Xu, Guoshun Nan, Sheng Guan, Sicong Leng, Yilian Liu, Zixiao Wang, Yuyang Ma, Zhili Zhou, Yanzhao Hou, Xiaofeng Tao

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

Comments This work has been submitted to the IEEE for possible publication

Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method

Peter Baile Chen, Yi Zhang, Michael Cafarella, Dan Roth

专题命中 其他Agent ：agentic(abstract)；分类 cs.AI、cs.CL

The Role of Generative AI in Software Student CollaborAItion

Natalie Kiesler, Jacqueline Smith, Juho Leinonen, Armando Fox, Stephen MacNeil, Petri Ihantola

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

Comments 7 pages, 1 figure

Towards a Theory of AI Personhood

Francis Rhys Ward

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

Comments AAAI-25 AI Alignment Track

Personality testing of Large Language Models: Limited temporal stability, but highlighted prosociality

Bojana Bodroza, Bojana M. Dinic, Ljubisa Bojic

专题命中 其他Agent ：agentic(abstract)；分类 cs.AI、cs.CL

Comments 21 pages, 1 table

Everyday AR through AI-in-the-Loop

Ryo Suzuki, Mar Gonzalez-Franco, Misha Sra, David Lindlbauer

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

Comments CHI 2025 Extended Abstract

Systematic Biases in LLM Simulations of Debates

Amir Taubenfeld, Yaniv Dover, Roi Reichart, Ariel Goldstein

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

Comments Published as a conference paper at EMNLP 2024

Improved Large Language Model Jailbreak Detection via Pretrained Embeddings

Erick Galinkin, Martin Sablotny

专题命中 其他Agent ：agentic(abstract)；分类 cs.AI、cs.LG

Comments Submitted to AICS 2025: https://aics.site

Universal and Context-Independent Triggers for Precise Control of LLM Outputs

Jiashuo Liang, Guancheng Li, Yang Yu

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

Open-World Continual Learning: Unifying Novelty Detection and Continual Learning

Gyuhak Kim, Changnan Xiao, Tatsuya Konishi, Zixuan Ke, Bing Liu

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

Comments To appear in Artificial Intelligence Journal. arXiv admin note: substantial text overlap with arXiv:2211.02633

Is Power-Seeking AI an Existential Risk?

Joseph Carlsmith

专题命中 其他Agent ：agentic(abstract)；分类 cs.AI、cs.LG

Comments 57 pages, 1 figure. Edited to fix link to audio version, add links to short version and reviews, and fix a typo in section 2.1.2

Answering real-world clinical questions using large language model based systems

Yen Sia Low, Michael L. Jackson, Rebecca J. Hyde, Robert E. Brown, Neil M. Sanghavi, Julian D. Baldwin, C. William Pike, Jananee Muralidharan, Gavin Hui, Natasha Alexander, Hadeel Hassan, Rahul V. Nene, Morgan Pike, Courtney J. Pokrzywa, Shivam Vedak, Adam Paul Yan, Dong-han Yao, Amy R. Zipursky, Christina Dinh, Philip Ballentine, Dan C. Derieg, Vladimir Polony, Rehan N. Chawdry, Jordan Davies, Brigham B. Hyde, Nigam H. Shah, Saurabh Gombar

专题命中 其他Agent ：agentic(abstract)；分类 cs.AI、cs.CL

Comments 28 pages (2 figures, 3 tables) inclusive of 8 pages of supplemental materials (4 supplemental figures and 4 supplemental tables)

Simulation-Based Benchmarking of Reinforcement Learning Agents for Personalized Retail Promotions

Yu Xia, Sriram Narayanamoorthy, Zhengyuan Zhou, Joshua Mabry

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

Towards Transferable Multi-modal Perception Representation Learning for Autonomy: NeRF-Supervised Masked AutoEncoder

Xiaohao Xu

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

Hoodwinked: Deception and Cooperation in a Text-Based Game for Language Models

Aidan O'Gara

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

Comments Added reference for McKenzie 2023; updated acknowledgements

Natural Selection Favors AIs over Humans

Dan Hendrycks

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

Comments An explainer video corresponding to the paper is available at https://www.youtube.com/watch?v=48h-ySTggE8

Understanding Telecom Language Through Large Language Models

Lina Bariah, Hang Zou, Qiyang Zhao, Belkacem Mouhouche, Faouzi Bader, Merouane Debbah

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

Cooperation for Scalable Supervision of Autonomy in Mixed Traffic

Cameron Hickert, Sirui Li, Cathy Wu

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

Comments 24 pages, 20 figures, in IEEE Transactions on Robotics

Towards Teachable Autotelic Agents

Olivier Sigaud, Ahmed Akakzia, Hugo Caselles-Dupré, Cédric Colas, Pierre-Yves Oudeyer, Mohamed Chetouani

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

Journal ref Sigaud, O., Akakzia, A., Caselles-Dupré, H., Colas, C., Oudeyer, P. Y., & Chetouani, M. (2022). Towards Teachable Autotelic Agents. IEEE Transactions on Cognitive and Developmental Systems

A prototype hybrid prediction market for estimating replicability of published work

Tatiana Chakravorti, Robert Fraleigh, Timothy Fritton, Michael McLaughlin, Vaibhav Singh, Christopher Griffin, Anthony Kwasnica, David Pennock, C. Lee Giles, Sarah Rajtmajer

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

Incentivising cooperation by rewarding the weakest member

Jory Schossau, Bamshad Shirmohammadi, Arend Hintze

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

Comments 11 pages, 4 figures

Delayed Geometric Discounts: An Alternative Criterion for Reinforcement Learning

Firas Jarboui, Ahmed Akakzia

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

Comments 10 Pages, 9 Figures

BARReL: Bottleneck Attention for Adversarial Robustness in Vision-Based Reinforcement Learning

Eugene Bykovets, Yannick Metz, Mennatallah El-Assady, Daniel A. Keim, Joachim M. Buhmann

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

Comments 5 pages, 2 figures, 3 tables

Explainable AI for medical imaging: Explaining pneumothorax diagnoses with Bayesian Teaching

Tomas Folke, Scott Cheng-Hsin Yang, Sean Anderson, Patrick Shafto

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

Journal ref Proc. SPIE 11746, Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, 117462J (2021)

Alignment of Language Agents

Zachary Kenton, Tom Everitt, Laura Weidinger, Iason Gabriel, Vladimir Mikulik, Geoffrey Irving

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

Inverse Reward Design

Dylan Hadfield-Menell, Smitha Milli, Pieter Abbeel, Stuart Russell, Anca Dragan

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

Comments Advances in Neural Information Processing Systems 30 (NIPS 2017) Revised Oct 2020 to fix a typo in Eq. 3

Creating Pro-Level AI for a Real-Time Fighting Game Using Deep Reinforcement Learning

Inseok Oh, Seungeun Rho, Sangbin Moon, Seongho Son, Hyoil Lee, Jinyun Chung

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

Comments 8 pages

A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification

Varun Kumar, Hadrien Glaude, Cyprien de Lichy, William Campbell

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

Comments Accepted at Deep Learning for low-resource NLP workshop @ EMNLP 2019