AI Agent - arXivDaily 专题

2405.03865 2024-06-07 cs.RO cs.AI cs.CV cs.LG 62%

Information-driven Affordance Discovery for Efficient Robotic Manipulation

Pietro Mazzaglia, Taco Cohen, Daniel Dijkman

专题命中工作流自动化：agent(abstract)；分类 cs.AI、cs.LG

Comments arXiv admin note: substantial text overlap with arXiv:2308.14915

2302.01470 2024-06-05 cs.LG cs.AI 62%

Learning to Optimize for Reinforcement Learning

Qingfeng Lan, A. Rupam Mahmood, Shuicheng Yan, Zhongwen Xu

专题命中工作流自动化：agent(abstract)；分类 cs.AI、cs.LG

Comments Published at RLC 2024. For code release, see https://github.com/sail-sg/optim4rl

2402.06967 2024-05-31 cs.CL cs.AI 62%

Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue

Jian Wang, Chak Tou Leong, Jiashuo Wang, Dongding Lin, Wenjie Li, Xiao-Yong Wei

专题命中工作流自动化：agent(abstract)；分类 cs.AI、cs.CL

Comments Accepted by ACL 2024

2207.01955 2024-05-27 cs.LG cs.AI 62%

Ask-AC: An Initiative Advisor-in-the-Loop Actor-Critic Framework

Shunyu Liu, Kaixuan Chen, Na Yu, Jie Song, Zunlei Feng, Mingli Song

专题命中工作流自动化：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted by IEEE Transactions on Systems, Man and Cybernetics: Systems (TSMC)

2308.00709 2024-05-24 cs.LG cs.SE 62%

DeepTSF: Codeless machine learning operations for time series forecasting

Sotiris Pelekis, Evangelos Karakolis, Theodosios Pountridis, George Kormpakis, George Lampropoulos, Spiros Mouzakitis, Dimitris Askounis

专题命中工作流自动化：workflow(abstract)；分类 cs.LG、cs.SE

2310.07418 2024-05-21 cs.LG cs.AI 62%

Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages

Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao

专题命中工作流自动化：agent(abstract)；分类 cs.AI、cs.LG

Comments ICLR 2024 poster

2402.00046 2024-05-09 cs.AI cs.LG 62%

Introducing PetriRL: An Innovative Framework for JSSP Resolution Integrating Petri nets and Event-based Reinforcement Learning

Sofiene Lassoued, Andreas Schwung

专题命中工作流自动化：agent(abstract)；分类 cs.AI、cs.LG

Journal ref Journal of Manufacturing Systems (2024)

2312.09950 2024-05-07 cs.LG cs.AI cs.MA 62%

Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations

Cedric Derstroff, Mattia Cerrato, Jannis Brugger, Jan Peters, Stefan Kramer

专题命中工作流自动化：agent(abstract)；分类 cs.AI、cs.LG

Comments 9 pages, 7 figures, AAAI-24

Journal ref AAAI, vol. 38, no. 10, pp. 11766-11774, Mar. 2024

2405.02569 2024-05-07 cs.LG cs.AI 62%

Decoupling Exploration and Exploitation for Unsupervised Pre-training with Successor Features

JaeYoon Kim, Junyu Xuan, Christy Liang, Farookh Hussain

专题命中工作流自动化：agent(abstract)；分类 cs.AI、cs.LG

Comments IJCNN 2024

2405.02481 2024-05-07 cs.LG cs.AI 62%

Proximal Curriculum with Task Correlations for Deep Reinforcement Learning

Georgios Tzannetos, Parameswaran Kamalaruban, Adish Singla

专题命中工作流自动化：agent(abstract)；分类 cs.AI、cs.LG

Comments IJCAI'24 paper (longer version)

2306.12420 2024-05-07 cs.CL cs.AI 62%

LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models

Shizhe Diao, Rui Pan, Hanze Dong, Ka Shun Shum, Jipeng Zhang, Wei Xiong, Tong Zhang

专题命中工作流自动化：workflow(abstract)；分类 cs.AI、cs.CL

Comments Published in NAACL 2024 Demo Track

2405.01559 2024-05-06 cs.SE cs.LG 62%

Untangling Knots: Leveraging LLM for Error Resolution in Computational Notebooks

Konstantin Grotov, Sergey Titov, Yaroslav Zharov, Timofey Bryksin

专题命中工作流自动化：agent(abstract)；分类 cs.LG、cs.SE

Comments accepted at 1st ACM CHI Workshop on Human-Notebook Interactions

2404.17454 2024-05-01 cs.LG cs.AI q-bio.QM 62%

Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond

Kaichen Xu, Yueyang Ding, Suyang Hou, Weiqiang Zhan, Nisang Chen, Jun Wang, Xiaobo Sun

专题命中工作流自动化：workflow(abstract)；分类 cs.AI、cs.LG

Comments 17 pages, 2 figures. Accepted by IJCAI 2024

2404.17766 2024-04-30 cs.LG cs.AI cs.DC cs.NI 62%

Implementation of Big AI Models for Wireless Networks with Collaborative Edge Computing

Liekang Zeng, Shengyuan Ye, Xu Chen, Yang Yang

专题命中工作流自动化：workflow(abstract)；分类 cs.AI、cs.LG

2404.15822 2024-04-25 cs.AI cs.LG 62%

Recursive Backwards Q-Learning in Deterministic Environments

Jan Diekhoff, Jörn Fischer

专题命中工作流自动化：agent(abstract)；分类 cs.AI、cs.LG

2404.15488 2024-04-25 cs.CL cs.AI cs.MA 62%

IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task On the Shoulders of Medical Agents

Jean-Philippe Corbeil

专题命中工作流自动化：agent(abstract)；分类 cs.AI、cs.CL

2404.13652 2024-04-23 cs.RO cs.AI cs.CE cs.LG 62%

BANSAI: Towards Bridging the AI Adoption Gap in Industrial Robotics with Neurosymbolic Programming

Benjamin Alt, Julia Dvorak, Darko Katic, Rainer Jäkel, Michael Beetz, Gisela Lanza

专题命中工作流自动化：workflow(abstract)；分类 cs.AI、cs.LG

Comments 6 pages, 3 figures, accepted at the 2024 CIRP International Conference on Manufacturing Systems (CMS)

2404.12999 2024-04-22 cs.LG cs.AI 62%

Goal Exploration via Adaptive Skill Distribution for Goal-Conditioned Reinforcement Learning

Lisheng Wu, Ke Chen

专题命中工作流自动化：agent(abstract)；分类 cs.AI、cs.LG

2404.08683 2024-04-16 cs.CL cs.LG 62%

Text clustering applied to data augmentation in legal contexts

Lucas José Gonçalves Freitas, Thaís Rodrigues, Guilherme Rodrigues, Pamella Edokawa, Ariane Farias

专题命中工作流自动化：workflow(abstract)；分类 cs.CL、cs.LG

Comments 23 pages, 4 figures. submitted to Artificial Intelligence and Law Journal

2404.08570 2024-04-15 cs.RO cs.AI cs.LG 62%

Enhancing Autonomous Vehicle Training with Language Model Integration and Critical Scenario Generation

Hanlin Tian, Kethan Reddy, Yuxiang Feng, Mohammed Quddus, Yiannis Demiris, Panagiotis Angeloudis

专题命中工作流自动化：agent(abstract)；分类 cs.AI、cs.LG

Comments 7 pages, 5 figures

2308.08736 2024-04-09 cs.SE cs.LG 62%

On the Effectiveness of Log Representation for Log-based Anomaly Detection

Xingfang Wu, Heng Li, Foutse Khomh

专题命中工作流自动化：workflow(abstract)；分类 cs.LG、cs.SE

Comments Accepted by Journal of Empirical Software Engineering (EMSE)

Journal ref Empirical Software Engineering (2023) 28:137

2305.03960 2024-04-09 cs.CL cs.LG 62%

Beyond Rule-based Named Entity Recognition and Relation Extraction for Process Model Generation from Natural Language Text

Julian Neuberger, Lars Ackermann, Stefan Jablonski

专题命中工作流自动化：planning(abstract)；分类 cs.CL、cs.LG

Comments Currently under review for CoopIS23

Journal ref Cooperative Information Systems (2023) 179-197

2404.05144 2024-04-09 cs.CL cs.CV cs.LG 62%

Enhancing Clinical Efficiency through LLM: Discharge Note Generation for Cardiac Patients

HyoJe Jung, Yunha Kim, Heejung Choi, Hyeram Seo, Minkyoung Kim, JiYe Han, Gaeun Kee, Seohyun Park, Soyoung Ko, Byeolhee Kim, Suyeon Kim, Tae Joon Jun, Young-Hak Kim

专题命中工作流自动化：planning(abstract)；分类 cs.CL、cs.LG

Comments 10 pages, 1 figure, 3 tables, conference

2404.04287 2024-04-09 cs.CL cs.AI 62%

CONFLARE: CONFormal LArge language model REtrieval

Pouria Rouzrokh, Shahriar Faghani, Cooper U. Gamble, Moein Shariatnia, Bradley J. Erickson

专题命中工作流自动化：workflow(abstract)；分类 cs.AI、cs.CL

Comments Github code: https://github.com/Mayo-Radiology-Informatics-Lab/conflare

2404.01558 2024-04-03 cs.SE cs.AI 62%

Automated User Story Generation with Test Case Specification Using Large Language Model

Tajmilur Rahman, Yuecai Zhu

专题命中工作流自动化：workflow(abstract)；分类 cs.AI、cs.SE

Comments 10 pages including 2 pages of Appendix

2205.10490 2024-04-02 cs.LG cs.AI cs.CV stat.ML 62%

Aligning Logits Generatively for Principled Black-Box Knowledge Distillation

Jing Ma, Xiang Xiang, Ke Wang, Yuchuan Wu, Yongbin Li

专题命中工作流自动化：workflow(abstract)；分类 cs.AI、cs.LG

Comments To appear at CVPR 2024; significantly rewritten with extra experiments since the preliminary report

2310.00117 2024-03-28 cs.HC cs.AI cs.LG 62%

ABScribe: Rapid Exploration & Organization of Multiple Writing Variations in Human-AI Co-Writing Tasks using Large Language Models

Mohi Reza, Nathan Laundry, Ilya Musabirov, Peter Dushniku, Zhi Yuan "Michael" Yu, Kashish Mittal, Tovi Grossman, Michael Liut, Anastasia Kuzminykh, Joseph Jay Williams

专题命中工作流自动化：workflow(abstract)；分类 cs.AI、cs.LG

Comments CHI 2024

2403.16112 2024-03-26 cs.CV cs.AI cs.LG 62%

Opportunities and challenges in the application of large artificial intelligence models in radiology

Liangrui Pan, Zhenyu Zhao, Ying Lu, Kewei Tang, Liyong Fu, Qingchun Liang, Shaoliang Peng

专题命中工作流自动化：workflow(abstract)；分类 cs.AI、cs.LG

2403.14110 2024-03-22 cs.LG cs.AI 62%

Heuristic Algorithm-based Action Masking Reinforcement Learning (HAAM-RL) with Ensemble Inference Method

Kyuwon Choi, Cheolkyun Rho, Taeyoun Kim, Daewoo Choi

专题命中工作流自动化：agent(abstract)；分类 cs.AI、cs.LG

Comments 7 pages, 8 figures

2403.12805 2024-03-20 cs.AI cs.CL 62%

Contextual Moral Value Alignment Through Context-Based Aggregation

Pierre Dognin, Jesus Rios, Ronny Luss, Inkit Padhi, Matthew D Riemer, Miao Liu, Prasanna Sattigeri, Manish Nagireddy, Kush R. Varshney, Djallel Bouneffouf

专题命中工作流自动化：AI agent(abstract)；分类 cs.AI、cs.CL

1. 工作流自动化 10492 篇

Information-driven Affordance Discovery for Efficient Robotic Manipulation

Learning to Optimize for Reinforcement Learning

Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue

Ask-AC: An Initiative Advisor-in-the-Loop Actor-Critic Framework

DeepTSF: Codeless machine learning operations for time series forecasting

Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages

Introducing PetriRL: An Innovative Framework for JSSP Resolution Integrating Petri nets and Event-based Reinforcement Learning

Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations

Decoupling Exploration and Exploitation for Unsupervised Pre-training with Successor Features

Proximal Curriculum with Task Correlations for Deep Reinforcement Learning

LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models

Untangling Knots: Leveraging LLM for Error Resolution in Computational Notebooks

Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond

Implementation of Big AI Models for Wireless Networks with Collaborative Edge Computing

Recursive Backwards Q-Learning in Deterministic Environments

IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task On the Shoulders of Medical Agents

BANSAI: Towards Bridging the AI Adoption Gap in Industrial Robotics with Neurosymbolic Programming

Goal Exploration via Adaptive Skill Distribution for Goal-Conditioned Reinforcement Learning

Text clustering applied to data augmentation in legal contexts

Enhancing Autonomous Vehicle Training with Language Model Integration and Critical Scenario Generation

On the Effectiveness of Log Representation for Log-based Anomaly Detection

Beyond Rule-based Named Entity Recognition and Relation Extraction for Process Model Generation from Natural Language Text

Enhancing Clinical Efficiency through LLM: Discharge Note Generation for Cardiac Patients

CONFLARE: CONFormal LArge language model REtrieval

Automated User Story Generation with Test Case Specification Using Large Language Model

Aligning Logits Generatively for Principled Black-Box Knowledge Distillation

ABScribe: Rapid Exploration & Organization of Multiple Writing Variations in Human-AI Co-Writing Tasks using Large Language Models

Opportunities and challenges in the application of large artificial intelligence models in radiology

Heuristic Algorithm-based Action Masking Reinforcement Learning (HAAM-RL) with Ensemble Inference Method

Contextual Moral Value Alignment Through Context-Based Aggregation