大模型推理能力

Enhancing Surgical Robots with Embodied Intelligence for Autonomous Ultrasound Scanning

Huan Xu, Jinlin Wu, Guanglin Cao, Zhen Lei, Zhen Chen, Hongbin Liu

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

Comments 3 pages, 1 figure, 2 tables

Privacy Preserving Federated Learning in Medical Imaging with Uncertainty Estimation

Nikolas Koutsoubis, Yasin Yilmaz, Ravi P. Ramachandran, Matthew Schabath, Ghulam Rasool

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

Comments 31 pages, 5 figures, 3 tables, Journal preprint

Transforming Surgical Interventions with Embodied Intelligence for Ultrasound Robotics

Huan Xu, Jinlin Wu, Guanglin Cao, Zhen Chen, Zhen Lei, Hongbin Liu

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

Comments This work has been accepted by MICCAI 2024

A Reality check of the benefits of LLM in business

Ming Cheung

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

Sequential Decision-Making for Inline Text Autocomplete

Rohan Chitnis, Shentao Yang, Alborz Geramifard

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

Comments Reinforcement Learning Conference (RLC) 2024

RoboGen: Towards Unleashing Infinite Data for Automated Robot Learning via Generative Simulation

Yufei Wang, Zhou Xian, Feng Chen, Tsun-Hsuan Wang, Yian Wang, Katerina Fragkiadaki, Zackory Erickson, David Held, Chuang Gan

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

Comments ICML 2024

Anytime-Constrained Reinforcement Learning

Jeremy McMahan, Xiaojin Zhu

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

Journal ref Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, PMLR 238:4321-4329, 2024

On efficient computation in active inference

Aswin Paul, Noor Sajid, Lancelot Da Costa, Adeel Razi

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

Comments 23 pages, 7 figures. Project repo: https://github.com/aswinpaul/dpefe_2023

Can Language Models Serve as Text-Based World Simulators?

Ruoyao Wang, Graham Todd, Ziang Xiao, Xingdi Yuan, Marc-Alexandre Côté, Peter Clark, Peter Jansen

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

Comments ACL 2024

Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation

Sahar Abdelnabi, Amr Gomaa, Sarath Sivaprasad, Lea Schönherr, Mario Fritz

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

Comments Updated version with major additions (new experiments, evaluation, and attacks)

CompeteAI: Understanding the Competition Dynamics in Large Language Model-based Agents

Qinlin Zhao, Jindong Wang, Yixuan Zhang, Yiqiao Jin, Kaijie Zhu, Hao Chen, Xing Xie

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

Comments International Conference on Machine Learning (ICML) 2024 Oral; 16 pages; code is at: https://github.com/microsoft/competeai

Cross-variable Linear Integrated ENhanced Transformer for Photovoltaic power forecasting

Jiaxin Gao, Qinglong Cao, Yuntian Chen, Dongxiao Zhang

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

Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality

Jiahuan Pei, Irene Viola, Haochen Huang, Junxiao Wang, Moonisa Ahsan, Fanghua Ye, Jiang Yiming, Yao Sai, Di Wang, Zhumin Chen, Pengjie Ren, Pablo Cesar

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

Comments Accepted by ACL 2024

Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy

Riqiang Gao, Florin C. Ghesu, Simon Arberet, Shahab Basiri, Esa Kuusela, Martin Kraus, Dorin Comaniciu, Ali Kamen

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

Comments Accepted by ICML 2024

PAE: LLM-based Product Attribute Extraction for E-Commerce Fashion Trends

Apurva Sinha, Ekta Gujral

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

Comments Attribute Extraction, PDF files, Bert Embedding, Hashtag, Large Language Model (LLM), Text and Images

Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference

Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen

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

Comments Accepted by IEEE International Conference on Computer Communications 2024

Model-based Reinforcement Learning for Parameterized Action Spaces

Renhao Zhang, Haotian Fu, Yilin Miao, George Konidaris

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

On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models

Mudit Verma, Siddhant Bhambri, Subbarao Kambhampati

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

CoCo Matrix: Taxonomy of Cognitive Contributions in Co-writing with Intelligent Agents

Ruyuan Wan, Simret Gebreegziabhe, Toby Jia-Jun Li, Karla Badillo-Urquiola

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

Conversational Disease Diagnosis via External Planner-Controlled Large Language Models

Zhoujian Sun, Cheng Luo, Ziyi Liu, Zhengxing Huang

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

Comments Work in Progress

Mobile Sequencers

Cem Bozsahin

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

Efficient Dynamics Modeling in Interactive Environments with Koopman Theory

Arnab Kumar Mondal, Siba Smarak Panigrahi, Sai Rajeswar, Kaleem Siddiqi, Siamak Ravanbakhsh

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

Comments Accepted to ICLR 2024 and EWRL 2023

Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers

Silvan Mertes, Tobias Huber, Christina Karle, Katharina Weitz, Ruben Schlagowski, Cristina Conati, Elisabeth André

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

Comments Accepted at IJCAI 2024. arXiv admin note: text overlap with arXiv:2207.09374

ST-MambaSync: The Complement of Mamba and Transformers for Spatial-Temporal in Traffic Flow Prediction

Zhiqi Shao, Xusheng Yao, Ze Wang, Junbin Gao

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

Comments 11 pages. arXiv admin note: substantial text overlap with arXiv:2404.13257

Large Language Model Agent for Fake News Detection

Xinyi Li, Yongfeng Zhang, Edward C. Malthouse

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

Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks

Murtaza Dalal, Tarun Chiruvolu, Devendra Chaplot, Ruslan Salakhutdinov

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

Comments Published at ICLR 2024. Website at https://mihdalal.github.io/planseqlearn/ 9 pages, 3 figures, 3 tables; 14 pages appendix (7 additional figures)

The Power of Resets in Online Reinforcement Learning

Zakaria Mhammedi, Dylan J. Foster, Alexander Rakhlin

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

Comments Fixed a small typo

A Short Survey of Human Mobility Prediction in Epidemic Modeling from Transformers to LLMs

Christian N. Mayemba, D'Jeff K. Nkashama, Jean Marie Tshimula, Maximilien V. Dialufuma, Jean Tshibangu Muabila, Mbuyi Mukendi Didier, Hugues Kanda, René Manassé Galekwa, Heber Dibwe Fita, Serge Mundele, Kalonji Kalala, Aristarque Ilunga, Lambert Mukendi Ntobo, Dominique Muteba, Aaron Aruna Abedi

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

Stance Detection with Collaborative Role-Infused LLM-Based Agents

Xiaochong Lan, Chen Gao, Depeng Jin, Yong Li

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

Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments

Maria Rigaki, Ondřej Lukáš, Carlos A. Catania, Sebastian Garcia

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

Comments Under review. 10 pages plus appendices, 7 figures, 4 tables. Edit: fix e-mails and code repository