大模型推理能力 - arXivDaily 专题

2402.15398 2024-02-26 cs.LG cs.AI cs.CY 62%

TransFlower: An Explainable Transformer-Based Model with Flow-to-Flow Attention for Commuting Flow Prediction

Yan Luo, Zhuoyue Wan, Yuzhong Chen, Gengchen Mai, Fu-lai Chung, Kent Larson

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

2402.15116 2024-02-26 cs.CV cs.AI cs.CL 62%

Large Multimodal Agents: A Survey

Junlin Xie, Zhihong Chen, Ruifei Zhang, Xiang Wan, Guanbin Li

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

Comments 15 pages, 4 figures

2401.07868 2024-02-23 cs.RO cs.AI cs.CL 62%

Consolidating Trees of Robotic Plans Generated Using Large Language Models to Improve Reliability

Md Sadman Sakib, Yu Sun

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

2308.06032 2024-02-23 cs.AI cs.CL 62%

Large Language Models in Cryptocurrency Securities Cases: Can a GPT Model Meaningfully Assist Lawyers?

Arianna Trozze, Toby Davies, Bennett Kleinberg

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

2401.07324 2024-02-19 cs.AI cs.CL 62%

Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

Weizhou Shen, Chenliang Li, Hongzhan Chen, Ming Yan, Xiaojun Quan, Hehong Chen, Ji Zhang, Fei Huang

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

Comments On progress, github repo: https://github.com/X-PLUG/Multi-LLM-Agent

2402.10067 2024-02-16 cs.DC cs.AI cs.FL cs.HC cs.LG 62%

LLM-based policy generation for intent-based management of applications

Kristina Dzeparoska, Jieyu Lin, Ali Tizghadam, Alberto Leon-Garcia

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

Comments This article has been accepted for publication in 2023 19th International Conference on Network and Service Management (CNSM), 3rd International Workshop on Analytics for Service and Application Management (AnServApp 2023)

Journal ref 2023 19th International Conference on Network and Service Management (CNSM), 2023, pp. 1-7

2402.06694 2024-02-13 cs.LG cs.AI 62%

Scaling Intelligent Agents in Combat Simulations for Wargaming

Scotty Black, Christian Darken

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

Comments arXiv admin note: text overlap with arXiv:2402.06075

Journal ref I/ITSEC Conference Proceedings 2023

2307.12775 2024-02-13 cs.CV cs.AI cs.LG eess.IV 62%

Is attention all you need in medical image analysis? A review

Giorgos Papanastasiou, Nikolaos Dikaios, Jiahao Huang, Chengjia Wang, Guang Yang

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

2402.06185 2024-02-12 cs.CV cs.AI cs.LG 62%

Development and validation of an artificial intelligence model to accurately predict spinopelvic parameters

Edward S. Harake, Joseph R. Linzey, Cheng Jiang, Rushikesh S. Joshi, Mark M. Zaki, Jaes C. Jones, Siri S. Khalsa, John H. Lee, Zachary Wilseck, Jacob R. Joseph, Todd C. Hollon, Paul Park

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

Comments 10 pages, 5 figures, to appear in Journal of Neurosurgery: Spine

2402.03616 2024-02-07 cs.CL cs.AI cs.HC cs.IR 62%

Leveraging Large Language Models for Hybrid Workplace Decision Support

Yujin Kim, Chin-Chia Hsu

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

2402.02519 2024-02-06 cs.RO cs.AI cs.CV cs.LG 62%

SIMPL: A Simple and Efficient Multi-agent Motion Prediction Baseline for Autonomous Driving

Lu Zhang, Peiliang Li, Sikang Liu, Shaojie Shen

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

Comments Code is available at https://github.com/HKUST-Aerial-Robotics/SIMPL

2309.12570 2024-01-31 cs.HC cs.AI cs.CL cs.CY 62%

Creativity Support in the Age of Large Language Models: An Empirical Study Involving Emerging Writers

Tuhin Chakrabarty, Vishakh Padmakumar, Faeze Brahman, Smaranda Muresan

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

2401.15780 2024-01-30 cs.CL cs.LG 62%

Fine-Tuned Large Language Models for Symptom Recognition from Spanish Clinical Text

Mai A. Shaaban, Abbas Akkasi, Adnan Khan, Majid Komeili, Mohammad Yaqub

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

2401.14923 2024-01-29 cs.AI cs.LG 62%

Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks

Eura Nofshin, Siddharth Swaroop, Weiwei Pan, Susan Murphy, Finale Doshi-Velez

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

Comments In AAMAS 2024

2401.13996 2024-01-26 cs.CL cs.AI 62%

Investigate-Consolidate-Exploit: A General Strategy for Inter-Task Agent Self-Evolution

Cheng Qian, Shihao Liang, Yujia Qin, Yining Ye, Xin Cong, Yankai Lin, Yesai Wu, Zhiyuan Liu, Maosong Sun

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

Comments 18 pages, 5 figures

2401.12975 2024-01-24 cs.CV cs.AI cs.CL 62%

HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments

Qinhong Zhou, Sunli Chen, Yisong Wang, Haozhe Xu, Weihua Du, Hongxin Zhang, Yilun Du, Joshua B. Tenenbaum, Chuang Gan

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

Comments ICLR 2024. The first two authors contributed equally to this work

2401.01841 2024-01-23 cs.AI cs.LG 62%

Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes

Baiting Luo, Yunuo Zhang, Abhishek Dubey, Ayan Mukhopadhyay

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

Comments Accepted for publication at the International Conference on Autonomous Agents and MultiAgent Systems (AAMAS), 2024

2401.03197 2024-01-23 cs.AI cs.LG 62%

Decision Making in Non-Stationary Environments with Policy-Augmented Search

Ava Pettet, Yunuo Zhang, Baiting Luo, Kyle Wray, Hendrik Baier, Aron Laszka, Abhishek Dubey, Ayan Mukhopadhyay

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

Comments Extended Abstract accepted for presentation at AAMAS 2024

2401.09414 2024-01-18 cs.CV cs.AI cs.LG cs.MM 62%

Vlogger: Make Your Dream A Vlog

Shaobin Zhuang, Kunchang Li, Xinyuan Chen, Yaohui Wang, Ziwei Liu, Yu Qiao, Yali Wang

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

Comments 16 pages, 8 figures, 11 tables

2401.04374 2024-01-17 cs.AI cs.LG 62%

Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective

Haoyi Xiong, Xuhong Li, Xiaofei Zhang, Jiamin Chen, Xinhao Sun, Yuchen Li, Zeyi Sun, Mengnan Du

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

2309.11456 2024-01-15 cs.AI cs.LG cs.MA nlin.AO physics.soc-ph 62%

Generative Agent-Based Modeling: Unveiling Social System Dynamics through Coupling Mechanistic Models with Generative Artificial Intelligence

Navid Ghaffarzadegan, Aritra Majumdar, Ross Williams, Niyousha Hosseinichimeh

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

Comments System Dynamics Review (2024)

2401.05969 2024-01-12 cs.LG cs.AI 62%

Spatial-Aware Deep Reinforcement Learning for the Traveling Officer Problem

Niklas Strauß, Matthias Schubert

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

Comments SIAM SDM 2024

2401.04851 2024-01-11 cs.MA cs.AI cs.LG 62%

Graph Learning-based Fleet Scheduling for Urban Air Mobility under Operational Constraints, Varying Demand & Uncertainties

Steve Paul, Jhoel Witter, Souma Chowdhury

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

Comments This paper is accepted to be presented at the ACM Symposium on Applied Computing 2024

2401.02652 2024-01-08 cs.LG cs.AI cs.CR 62%

Adaptive Discounting of Training Time Attacks

Ridhima Bector, Abhay Aradhya, Chai Quek, Zinovi Rabinovich

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

Comments 19 pages, 7 figures

2401.02456 2024-01-08 cs.LG cs.AI 62%

A comprehensive survey of research towards AI-enabled unmanned aerial systems in pre-, active-, and post-wildfire management

Sayed Pedram Haeri Boroujeni, Abolfazl Razi, Sahand Khoshdel, Fatemeh Afghah, Janice L. Coen, Leo ONeill, Peter Z. Fule, Adam Watts, Nick-Marios T. Kokolakis, Kyriakos G. Vamvoudakis

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

2401.02424 2024-01-08 cs.CV cs.AI cs.LG 62%

Mapping of Land Use and Land Cover (LULC) using EuroSAT and Transfer Learning

Suman Kunwar, Jannatul Ferdush

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

Comments 10 pages, 7 figures

2401.00031 2024-01-08 cs.LG cs.AI 62%

Self-supervised Pretraining for Decision Foundation Model: Formulation, Pipeline and Challenges

Xiaoqian Liu, Jianbin Jiao, Junge Zhang

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

2401.00916 2024-01-03 math.DS cs.AI cs.LG physics.ao-ph 62%

Data Assimilation in Chaotic Systems Using Deep Reinforcement Learning

Mohamad Abed El Rahman Hammoud, Naila Raboudi, Edriss S. Titi, Omar Knio, Ibrahim Hoteit

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

2312.15908 2023-12-27 cs.AI cs.LG cs.MA 62%

Decentralized Monte Carlo Tree Search for Partially Observable Multi-agent Pathfinding

Alexey Skrynnik, Anton Andreychuk, Konstantin Yakovlev, Aleksandr Panov

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

Comments The paper is accepted to AAAI-2024 conference

2312.13596 2023-12-22 cs.LG cs.AI 62%

Anchoring Path for Inductive Relation Prediction in Knowledge Graphs

Zhixiang Su, Di Wang, Chunyan Miao, Lizhen Cui

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

1. 规划推理 11120 篇

TransFlower: An Explainable Transformer-Based Model with Flow-to-Flow Attention for Commuting Flow Prediction

Large Multimodal Agents: A Survey

Consolidating Trees of Robotic Plans Generated Using Large Language Models to Improve Reliability

Large Language Models in Cryptocurrency Securities Cases: Can a GPT Model Meaningfully Assist Lawyers?

Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

LLM-based policy generation for intent-based management of applications

Scaling Intelligent Agents in Combat Simulations for Wargaming

Is attention all you need in medical image analysis? A review

Development and validation of an artificial intelligence model to accurately predict spinopelvic parameters

Leveraging Large Language Models for Hybrid Workplace Decision Support

SIMPL: A Simple and Efficient Multi-agent Motion Prediction Baseline for Autonomous Driving

Creativity Support in the Age of Large Language Models: An Empirical Study Involving Emerging Writers

Fine-Tuned Large Language Models for Symptom Recognition from Spanish Clinical Text

Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks

Investigate-Consolidate-Exploit: A General Strategy for Inter-Task Agent Self-Evolution

HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments

Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes

Decision Making in Non-Stationary Environments with Policy-Augmented Search

Vlogger: Make Your Dream A Vlog

Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective

Generative Agent-Based Modeling: Unveiling Social System Dynamics through Coupling Mechanistic Models with Generative Artificial Intelligence

Spatial-Aware Deep Reinforcement Learning for the Traveling Officer Problem

Graph Learning-based Fleet Scheduling for Urban Air Mobility under Operational Constraints, Varying Demand & Uncertainties

Adaptive Discounting of Training Time Attacks

A comprehensive survey of research towards AI-enabled unmanned aerial systems in pre-, active-, and post-wildfire management

Mapping of Land Use and Land Cover (LULC) using EuroSAT and Transfer Learning

Self-supervised Pretraining for Decision Foundation Model: Formulation, Pipeline and Challenges

Data Assimilation in Chaotic Systems Using Deep Reinforcement Learning

Decentralized Monte Carlo Tree Search for Partially Observable Multi-agent Pathfinding

Anchoring Path for Inductive Relation Prediction in Knowledge Graphs