大模型推理能力

MotionLM: Multi-Agent Motion Forecasting as Language Modeling

Ari Seff, Brian Cera, Dian Chen, Mason Ng, Aurick Zhou, Nigamaa Nayakanti, Khaled S. Refaat, Rami Al-Rfou, Benjamin Sapp

专题命中 规划推理 ：planning(abstract)；分类 cs.AI、cs.LG

Comments To appear at the International Conference on Computer Vision (ICCV) 2023

Can ChatGPT Enable ITS? The Case of Mixed Traffic Control via Reinforcement Learning

Michael Villarreal, Bibek Poudel, Weizi Li

专题命中 规划推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Does ChatGPT have Theory of Mind?

Bart Holterman, Kees van Deemter

专题命中 规划推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Interpreting and Correcting Medical Image Classification with PIP-Net

Meike Nauta, Johannes H. Hegeman, Jeroen Geerdink, Jörg Schlötterer, Maurice van Keulen, Christin Seifert

专题命中 规划推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Comments Accepted to the International Workshop on Explainable and Interpretable Machine Learning (XI-ML), co-located with ECAI 2023

A toolkit of dilemmas: Beyond debiasing and fairness formulas for responsible AI/ML

Andrés Domínguez Hernández, Vassilis Galanos

专题命中 规划推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Comments 4 pages, 1 table. Accepted in IEEE International Symposium on Technology and Society 2022

Journal ref 2022 IEEE International Symposium on Technology and Society (ISTAS)

A Review on Objective-Driven Artificial Intelligence

Apoorv Singh

专题命中 规划推理 ：planning(abstract)；分类 cs.AI、cs.LG

Comments 5 pages, 5 figures, workshop submission

Generative Agents: Interactive Simulacra of Human Behavior

Joon Sung Park, Joseph C. O'Brien, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein

专题命中 规划推理 ：planning(abstract)；分类 cs.AI、cs.LG

Designing Data: Proactive Data Collection and Iteration for Machine Learning

Aspen Hopkins, Fred Hohman, Luca Zappella, Xavier Suau Cuadros, Dominik Moritz

专题命中 规划推理 ：planning(abstract)；分类 cs.AI、cs.LG

Comments AI + HCI workshop at ICML 2023

SpArX: Sparse Argumentative Explanations for Neural Networks [Technical Report]

Hamed Ayoobi, Nico Potyka, Francesca Toni

专题命中 规划推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Comments Accepted at ECAI 2023 - 26th European Conference on Artificial Intelligence

A supervised hybrid quantum machine learning solution to the emergency escape routing problem

Nathan Haboury, Mo Kordzanganeh, Sebastian Schmitt, Ayush Joshi, Igor Tokarev, Lukas Abdallah, Andrii Kurkin, Basil Kyriacou, Alexey Melnikov

专题命中 规划推理 ：planning(abstract)；分类 cs.AI、cs.LG

Comments 15 pages, 9 figures, 2 tables

A Revolution of Personalized Healthcare: Enabling Human Digital Twin with Mobile AIGC

Jiayuan Chen, Changyan Yi, Hongyang Du, Dusit Niyato, Jiawen Kang, Jun Cai, Xuemin, Shen

专题命中 规划推理 ：planning(abstract)；分类 cs.AI、cs.LG

Automated Action Model Acquisition from Narrative Texts

Ruiqi Li, Leyang Cui, Songtuan Lin, Patrik Haslum

专题命中 规划推理 ：planning(abstract)；分类 cs.CL、cs.LG

Comments 10 pages, 3 figures

GeoGPT: Understanding and Processing Geospatial Tasks through An Autonomous GPT

Yifan Zhang, Cheng Wei, Shangyou Wu, Zhengting He, Wenhao Yu

专题命中 规划推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments 23 pages, 4 figures

Leveraging Contextual Counterfactuals Toward Belief Calibration

Qiuyi, Zhang, Michael S. Lee, Sherol Chen

专题命中 规划推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Comments ICML (International Conference on Machine Learning) Workshop on Counterfactuals in Minds and Machines, 2023

Self-Adaptive Large Language Model (LLM)-Based Multiagent Systems

Nathalia Nascimento, Paulo Alencar, Donald Cowan

专题命中 规划推理 ：planning(abstract)；分类 cs.CL、cs.AI

Comments 6 pages, submitted

A Theory of Bounded Inductive Rationality

Caspar Oesterheld, Abram Demski, Vincent Conitzer

专题命中 规划推理 ：planning(abstract)；分类 cs.AI、cs.LG

Comments In Proceedings TARK 2023, arXiv:2307.04005

Journal ref EPTCS 379, 2023, pp. 421-440

Designing a Direct Feedback Loop between Humans and Convolutional Neural Networks through Local Explanations

Tong Steven Sun, Yuyang Gao, Shubham Khaladkar, Sijia Liu, Liang Zhao, Young-Ho Kim, Sungsoo Ray Hong

专题命中 规划推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Comments 32 pages, 6 figures, 5 tables. Accepted for publication in the Proceedings of the ACM on Human-Computer Interaction (PACM HCI), CSCW 2023

The Impact of ChatGPT and LLMs on Medical Imaging Stakeholders: Perspectives and Use Cases

Jiancheng Yang, Hongwei Bran Li, Donglai Wei

专题命中 规划推理 ：planning(abstract)；分类 cs.CL、cs.LG

Comments Paper invited for the first issue of Meta-Radiology

Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task

Jannik Kossen, Cătălina Cangea, Eszter Vértes, Andrew Jaegle, Viorica Patraucean, Ira Ktena, Nenad Tomasev, Danielle Belgrave

专题命中 规划推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Comments Published in Transactions on Machine Learning Research. Previous version accepted to Foundation Models for Decision Making Workshop at NeurIPS 2022

Inferring the Goals of Communicating Agents from Actions and Instructions

Lance Ying, Tan Zhi-Xuan, Vikash Mansinghka, Joshua B. Tenenbaum

专题命中 规划推理 ：planning(abstract)；分类 cs.CL、cs.AI

Comments 8 pages, 5 figures. Accepted to the ICML 2023 Workshop on Theory of Mind in Communicating Agents. Supplementary Information: https://osf.io/gh758/

Unraveling the ARC Puzzle: Mimicking Human Solutions with Object-Centric Decision Transformer

Jaehyun Park, Jaegyun Im, Sanha Hwang, Mintaek Lim, Sabina Ualibekova, Sejin Kim, Sundong Kim

专题命中 规划推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Making forecasting self-learning and adaptive -- Pilot forecasting rack

Shaun D'Souza, Dheeraj Shah, Amareshwar Allati, Parikshit Soni

专题命中 规划推理 ：planning(abstract)；分类 cs.AI、cs.LG

LLM as A Robotic Brain: Unifying Egocentric Memory and Control

Jinjie Mai, Jun Chen, Bing Li, Guocheng Qian, Mohamed Elhoseiny, Bernard Ghanem

专题命中 规划推理 ：planning(abstract)；分类 cs.CL、cs.AI

Comments This early project is now integrated to: Mindstorms in Natural Language-Based Societies of Mind, arXiv:2305.17066

Agents Explore the Environment Beyond Good Actions to Improve Their Model for Better Decisions

Matthias Unverzagt

专题命中 规划推理 ：planning(abstract)；分类 cs.AI、cs.LG

Comments Submitted to NeurIPS 2023

Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses

Liyan Tang, Yifan Peng, Yanshan Wang, Ying Ding, Greg Durrett, Justin F. Rousseau

专题命中 规划推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments Accepted to ACL (Findings) 2023

Algorithmic Unfairness through the Lens of EU Non-Discrimination Law: Or Why the Law is not a Decision Tree

Hilde Weerts, Raphaële Xenidis, Fabien Tarissan, Henrik Palmer Olsen, Mykola Pechenizkiy

专题命中 规划推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Journal ref 2023 ACM Conference on Fairness, Accountability, and Transparency (FAccT '23)

Probabilistic Symmetry for Multi-Agent Dynamics

Sophia Sun, Robin Walters, Jinxi Li, Rose Yu

专题命中 规划推理 ：planning(abstract)；分类 cs.AI、cs.LG

Unifying Molecular and Textual Representations via Multi-task Language Modelling

Dimitrios Christofidellis, Giorgio Giannone, Jannis Born, Ole Winther, Teodoro Laino, Matteo Manica

专题命中 规划推理 ：planning(abstract)；分类 cs.CL、cs.LG

Comments ICML 2023

Inapplicable Actions Learning for Knowledge Transfer in Reinforcement Learning

Leo Ardon, Alberto Pozanco, Daniel Borrajo, Sumitra Ganesh

专题命中 规划推理 ：planning(abstract)；分类 cs.AI、cs.LG

Sense, Imagine, Act: Multimodal Perception Improves Model-Based Reinforcement Learning for Head-to-Head Autonomous Racing

Elena Shrestha, Chetan Reddy, Hanxi Wan, Yulun Zhuang, Ram Vasudevan

专题命中 规划推理 ：planning(abstract)；分类 cs.AI、cs.LG