AI Agent - arXivDaily 专题

2410.07677 2024-10-11 cs.CL 57%

Smart Audit System Empowered by LLM

Xu Yao, Xiaoxu Wu, Xi Li, Huan Xu, Chenlei Li, Ping Huang, Si Li, Xiaoning Ma, Jiulong Shan

专题命中 Agent评测：agent(abstract)；分类 cs.CL

2410.06992 2024-10-11 cs.SE 57%

SWE-Bench+: Enhanced Coding Benchmark for LLMs

Reem Aleithan, Haoran Xue, Mohammad Mahdi Mohajer, Elijah Nnorom, Gias Uddin, Song Wang

专题命中 Agent评测：agent(abstract)；分类 cs.SE

2410.05267 2024-10-08 cs.CL cs.CV 57%

Grounding Partially-Defined Events in Multimodal Data

Kate Sanders, Reno Kriz, David Etter, Hannah Recknor, Alexander Martin, Cameron Carpenter, Jingyang Lin, Benjamin Van Durme

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

Comments Preprint; 9 pages; 2024 EMNLP Findings

2407.03103 2024-10-08 cs.CL 57%

Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory

Suyeon Lee, Sunghwan Kim, Minju Kim, Dongjin Kang, Dongil Yang, Harim Kim, Minseok Kang, Dayi Jung, Min Hee Kim, Seungbeen Lee, Kyoung-Mee Chung, Youngjae Yu, Dongha Lee, Jinyoung Yeo

专题命中 Agent评测：agent(abstract)；分类 cs.CL

Comments Published at EMNLP 2024 Findings

2404.13026 2024-10-08 cs.CV cs.AI 57%

PhysDreamer: Physics-Based Interaction with 3D Objects via Video Generation

Tianyuan Zhang, Hong-Xing Yu, Rundi Wu, Brandon Y. Feng, Changxi Zheng, Noah Snavely, Jiajun Wu, William T. Freeman

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments Project website at: https://physdreamer.github.io/ Appear on ECCV 2024

2402.07781 2024-10-08 cs.AR cs.LG 57%

IR-Aware ECO Timing Optimization Using Reinforcement Learning

Wenjing Jiang, Vidya A. Chhabria, Sachin S. Sapatnekar

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2312.10695 2024-10-08 stat.ME cs.AI cs.GT cs.MA econ.TH 57%

Nonparametric Strategy Test

Sam Ganzfried

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2410.04112 2024-10-08 cs.CL 57%

Exploring LLM-based Data Annotation Strategies for Medical Dialogue Preference Alignment

Chengfeng Dou, Ying Zhang, Zhi Jin, Wenpin Jiao, Haiyan Zhao, Yongqiang Zhao, Zhengwei Tao

专题命中 Agent评测：agent(abstract)；分类 cs.CL

Comments 14 Pages, 12 figures

2409.20258 2024-10-01 cs.AI 57%

Inferring Preferences from Demonstrations in Multi-objective Reinforcement Learning

Junlin Lu, Patrick Mannion, Karl Mason

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments Neural Comput & Applic (2024)

2409.19947 2024-10-01 cs.LG cs.MA 57%

Classification with a Network of Partially Informative Agents: Enabling Wise Crowds from Individually Myopic Classifiers

Tong Yao, Shreyas Sundaram

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments 12 pages, 15 figures, 60th Annual Allerton Conference on Communication, Control, and Computing

2409.19650 2024-10-01 cs.CV cs.AI 57%

Grounding 3D Scene Affordance From Egocentric Interactions

Cuiyu Liu, Wei Zhai, Yuhang Yang, Hongchen Luo, Sen Liang, Yang Cao, Zheng-Jun Zha

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2409.19507 2024-10-01 cs.CL 57%

A Critical Look at Meta-evaluating Summarisation Evaluation Metrics

Xiang Dai, Sarvnaz Karimi, Biaoyan Fang

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

Comments Findings of EMNLP 2024

2308.03257 2024-09-26 cs.RO cs.AI 57%

TempFuser: Learning Agile, Tactical, and Acrobatic Flight Maneuvers Using a Long Short-Term Temporal Fusion Transformer

Hyunki Seong, David Hyunchul Shim

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2409.14296 2024-09-24 cs.AI cs.RO 57%

HM3D-OVON: A Dataset and Benchmark for Open-Vocabulary Object Goal Navigation

Naoki Yokoyama, Ram Ramrakhya, Abhishek Das, Dhruv Batra, Sehoon Ha

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2409.14040 2024-09-24 q-bio.BM cs.AI 57%

PepINVENT: Generative peptide design beyond the natural amino acids

Gökçe Geylan, Jon Paul Janet, Alessandro Tibo, Jiazhen He, Atanas Patronov, Mikhail Kabeshov, Florian David, Werngard Czechtizky, Ola Engkvist, Leonardo De Maria

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2409.13759 2024-09-24 cs.AI 57%

Simulación de la distribución de alimento en el cultivo de camarón

Renato L. Conforme Rosado, Francisco C. Calderon Bocanegra

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2409.09467 2024-09-24 cs.CL 57%

Keeping Humans in the Loop: Human-Centered Automated Annotation with Generative AI

Nicholas Pangakis, Samuel Wolken

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

Comments Accepted at Proceedings of the International AAAI Conference on Web and Social Media. Vol. 19. 2025

2403.04259 2024-09-23 math.OC cs.LG 57%

Decentralized and Equitable Optimal Transport

Ivan Lau, Shiqian Ma, César A. Uribe

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments Accepted to ACC 2024

Journal ref 2024 American Control Conference (ACC)

2409.12046 2024-09-20 cs.CL 57%

Using Large Language Models to Generate Clinical Trial Tables and Figures

Yumeng Yang, Peter Krusche, Kristyn Pantoja, Cheng Shi, Ethan Ludmir, Kirk Roberts, Gen Zhu

专题命中 Agent评测：agent(abstract)；分类 cs.CL

2404.18713 2024-09-20 cs.RO cs.AI cs.SY eess.SY 57%

Task and Domain Adaptive Reinforcement Learning for Robot Control

Yu Tang Liu, Nilaksh Singh, Aamir Ahmad

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2109.06713 2024-09-20 cs.GT cs.LG math.OC 57%

Machine-Learned Prediction Equilibrium for Dynamic Traffic Assignment

Lukas Graf, Tobias Harks, Kostas Kollias, Michael Markl

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments 42 pages, 5 figures

2409.10563 2024-09-18 cs.CR cs.LG 57%

Applying Action Masking and Curriculum Learning Techniques to Improve Data Efficiency and Overall Performance in Operational Technology Cyber Security using Reinforcement Learning

Alec Wilson, William Holmes, Ryan Menzies, Kez Smithson Whitehead

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments 14 pages, 9 figures, CAMLIS'24: Conference on Applied Machine Learning for Information Security, October 24--25, 2024, Arlington, VA

2409.09652 2024-09-17 cs.CL 57%

Unveiling Gender Bias in Large Language Models: Using Teacher's Evaluation in Higher Education As an Example

Yuanning Huang

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

2409.06097 2024-09-17 cs.CL 57%

ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog

Yujian Gan, Changling Li, Jinxia Xie, Luou Wen, Matthew Purver, Massimo Poesio

专题命中 Agent评测：agent(abstract)；分类 cs.CL

2409.07641 2024-09-13 cs.CL 57%

SimulBench: Evaluating Language Models with Creative Simulation Tasks

Qi Jia, Xiang Yue, Tianyu Zheng, Jie Huang, Bill Yuchen Lin

专题命中 Agent评测：agent(abstract)；分类 cs.CL

Comments Website: https://simulbench.github.io/

2305.19075 2024-09-13 cs.RO cs.AI 57%

Language-Conditioned Imitation Learning with Base Skill Priors under Unstructured Data

Hongkuan Zhou, Zhenshan Bing, Xiangtong Yao, Xiaojie Su, Chenguang Yang, Kai Huang, Alois Knoll

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2409.06329 2024-09-12 stat.ML cs.LG math.OC 57%

Modified Meta-Thompson Sampling for Linear Bandits and Its Bayes Regret Analysis

Hao Li, Dong Liang, Zheng Xie

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2406.16528 2024-09-11 cs.CL 57%

Evaluating the Ability of Large Language Models to Reason about Cardinal Directions

Anthony G Cohn, Robert E Blackwell

专题命中 Agent评测：agent(abstract)；分类 cs.CL

Comments 9 pages, 3 figures, 1 table. Short paper accepted by COSIT 24, The 16th Conference on Spatial Information Theory

2310.03342 2024-09-10 cs.LG 57%

LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework

Woojun Kim, Jeonghye Kim, Youngchul Sung

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments Accepted to ICML2023. Our code is available at https://github.com/beanie00/LESSON

2403.06366 2024-09-06 cs.LG 57%

Finite-Time Error Analysis of Soft Q-Learning: Switching System Approach

Narim Jeong, Donghwan Lee

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments 18 pages

1. Agent评测 15866 篇

Smart Audit System Empowered by LLM

SWE-Bench+: Enhanced Coding Benchmark for LLMs

Grounding Partially-Defined Events in Multimodal Data

Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory

PhysDreamer: Physics-Based Interaction with 3D Objects via Video Generation

IR-Aware ECO Timing Optimization Using Reinforcement Learning

Nonparametric Strategy Test

Exploring LLM-based Data Annotation Strategies for Medical Dialogue Preference Alignment

Inferring Preferences from Demonstrations in Multi-objective Reinforcement Learning

Classification with a Network of Partially Informative Agents: Enabling Wise Crowds from Individually Myopic Classifiers

Grounding 3D Scene Affordance From Egocentric Interactions

A Critical Look at Meta-evaluating Summarisation Evaluation Metrics

TempFuser: Learning Agile, Tactical, and Acrobatic Flight Maneuvers Using a Long Short-Term Temporal Fusion Transformer

HM3D-OVON: A Dataset and Benchmark for Open-Vocabulary Object Goal Navigation

PepINVENT: Generative peptide design beyond the natural amino acids

Simulación de la distribución de alimento en el cultivo de camarón

Keeping Humans in the Loop: Human-Centered Automated Annotation with Generative AI

Decentralized and Equitable Optimal Transport

Using Large Language Models to Generate Clinical Trial Tables and Figures

Task and Domain Adaptive Reinforcement Learning for Robot Control

Machine-Learned Prediction Equilibrium for Dynamic Traffic Assignment

Applying Action Masking and Curriculum Learning Techniques to Improve Data Efficiency and Overall Performance in Operational Technology Cyber Security using Reinforcement Learning

Unveiling Gender Bias in Large Language Models: Using Teacher's Evaluation in Higher Education As an Example

ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog

SimulBench: Evaluating Language Models with Creative Simulation Tasks

Language-Conditioned Imitation Learning with Base Skill Priors under Unstructured Data

Modified Meta-Thompson Sampling for Linear Bandits and Its Bayes Regret Analysis

Evaluating the Ability of Large Language Models to Reason about Cardinal Directions

LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework

Finite-Time Error Analysis of Soft Q-Learning: Switching System Approach