AI Agent - arXivDaily 专题

2303.09657 2023-03-20 cs.LG cs.AI cs.HC 62%

ESCAPE: Countering Systematic Errors from Machine's Blind Spots via Interactive Visual Analysis

Yongsu Ahn, Yu-Ru Lin, Panpan Xu, Zeng Dai

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

2303.04117 2023-03-10 cs.AI cs.LG 62%

Validation of a Hospital Digital Twin with Machine Learning

Muhammad Aurangzeb Ahmad, Vijay Chickarmane, Farinaz Sabz Ali Pour, Nima Shariari, Taposh Dutta Roy

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

2303.04592 2023-03-09 cs.LG cs.AI 62%

Controlled Diversity with Preference : Towards Learning a Diverse Set of Desired Skills

Maxence Hussonnois, Thommen George Karimpanal, Santu Rana

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

Comments Accepted to AAMAS 2023

Journal ref AAMAS 2023

2303.03747 2023-03-08 cs.LG cs.AI 62%

Graph Decision Transformer

Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao

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

Comments 14 pages

2303.02271 2023-03-07 cs.AI cs.LG 62%

Double A3C: Deep Reinforcement Learning on OpenAI Gym Games

Yangxin Zhong, Jiajie He, Lingjie Kong

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

2301.05427 2023-03-07 cs.LG cs.AI physics.ao-ph 62%

Building a Fuel Moisture Model for the Coupled Fire-Atmosphere Model WRF-SFIRE from Data: From Kalman Filters to Recurrent Neural Networks

J. Mandel, J. Hirschi, A. K. Kochanski, A. Farguell, J. Haley, D. V. Mallia, B. Shaddy, A. A. Oberai, K. A. Hilburn

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

Comments 4 pages, 4 figures. Seminar on Numerical Analysis SNA'23, Ostrava, Czech Republic, January 23-27, 2023

Journal ref https://www.ugn.cas.cz/event/2023/sna pp. 52-55

2302.12360 2023-03-02 cs.LG cs.AI 62%

Practical Knowledge Distillation: Using DNNs to Beat DNNs

Chung-Wei Lee, Pavlos Athanasios Apostolopulos, Igor L. Markov

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

Comments 11 pages, 1 figure, 17 tables

2302.11066 2023-02-23 cs.LG cs.AI 62%

Reinforcement Learning for Block Decomposition of CAD Models

Benjamin C. DiPrete, Rao V. Garimella, Cristina Garcia Cardona, Navamita Ray

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

Comments AAAI-2022 Fall Symposium Series

2302.09772 2023-02-21 cs.RO cs.AI cs.LG 62%

Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot

Tao Huang, Kai Chen, Bin Li, Yun-Hui Liu, Qi Dou

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

Comments Accepted to ICRA 2023

2302.09688 2023-02-21 cs.HC cs.AI cs.LG 62%

AutoDOViz: Human-Centered Automation for Decision Optimization

Daniel Karl I. Weidele, Shazia Afzal, Abel N. Valente, Cole Makuch, Owen Cornec, Long Vu, Dharmashankar Subramanian, Werner Geyer, Rahul Nair, Inge Vejsbjerg, Radu Marinescu, Paulito Palmes, Elizabeth M. Daly, Loraine Franke, Daniel Haehn

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

2110.08586 2023-02-08 cs.RO cs.AI cs.LG cs.SY eess.SY 62%

Generative Adversarial Imitation Learning for End-to-End Autonomous Driving on Urban Environments

Gustavo Claudio Karl Couto, Eric Aislan Antonelo

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

Journal ref 2021 IEEE Symposium Series on Computational Intelligence (SSCI)

2301.08980 2023-01-24 cs.SE cs.AI 62%

Towards Quantification of Assurance for Learning-enabled Components

Erfan Asaadi, Ewen Denney, Ganesh Pai

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

Comments 8 pp, 4 figures, Appears in the proceedings of EDCC 2019

2207.08389 2023-01-18 cs.PL cs.AI cs.LG cs.NE cs.PF 62%

MLGOPerf: An ML Guided Inliner to Optimize Performance

Amir H. Ashouri, Mostafa Elhoushi, Yuzhe Hua, Xiang Wang, Muhammad Asif Manzoor, Bryan Chan, Yaoqing Gao

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

Comments Version 2: Added the missing Table 6. The short version of this work is accepted at ACM/IEEE CASES 2022

2106.13804 2023-01-18 cs.CV cs.AI cs.LG 62%

SITTA: Single Image Texture Translation for Data Augmentation

Boyi Li, Yin Cui, Tsung-Yi Lin, Serge Belongie

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

Comments Learning from Limited and Imperfect Data (L2ID) Workshop, ECCV 2022

2212.03251 2023-01-09 cs.LG cs.AI cs.RO 62%

First Go, then Post-Explore: the Benefits of Post-Exploration in Intrinsic Motivation

Zhao Yang, Thomas M. Moerland, Mike Preuss, Aske Plaat

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:2203.16311

2107.13132 2022-12-22 cs.LG cs.AI 62%

Unsupervised Learning of Neurosymbolic Encoders

Eric Zhan, Jennifer J. Sun, Ann Kennedy, Yisong Yue, Swarat Chaudhuri

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

2211.16838 2022-12-01 cs.LG cs.AI 62%

Towards Improving Exploration in Self-Imitation Learning using Intrinsic Motivation

Alain Andres, Esther Villar-Rodriguez, Javier Del Ser

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

Comments 10 pages, 7 figures, 1 tables

2211.16525 2022-12-01 cs.CY cs.AI cs.CL cs.HC physics.soc-ph 62%

Proactive Moderation of Online Discussions: Existing Practices and the Potential for Algorithmic Support

Charlotte Schluger, Jonathan P. Chang, Cristian Danescu-Niculescu-Mizil, Karen Levy

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

Comments 27 pages, 3 figures. More info at https://www.cs.cornell.edu/~cristian/Proactive_Moderation.html

Journal ref Proceedings of the ACM on Human-Computer Interaction, Volume 6, Issue CSCW2 (2022), Article 370 pp 1-27

2211.15733 2022-11-30 cs.SE cs.AI 62%

An Empirical Study of Library Usage and Dependency in Deep Learning Frameworks

Mohamed Raed El aoun, Lionel Nganyewou Tidjon, Ben Rombaut, Foutse Khomh, Ahmed E. Hassan

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

2211.09602 2022-11-28 stat.ML cs.AI cs.LG q-bio.QM 62%

Validation Diagnostics for SBI algorithms based on Normalizing Flows

Julia Linhart, Alexandre Gramfort, Pedro L. C. Rodrigues

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

Comments 7 pages, 2 figures, 1 appendix, published at "Machine Learning and the Physical Sciences" workshop (NeurIPS 2022): https://ml4physicalsciences.github.io/2022/

2211.12164 2022-11-23 cs.CL cs.AI cs.IR cs.LO 62%

OLGA : An Ontology and LSTM-based approach for generating Arithmetic Word Problems (AWPs) of transfer type

Suresh Kumar, P Sreenivasa Kumar

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

2211.09545 2022-11-18 cs.LG cs.AI cs.NA math.NA math.OC stat.ML 62%

A Reinforcement Learning Approach for Process Parameter Optimization in Additive Manufacturing

Susheel Dharmadhikari, Nandana Menon, Amrita Basak

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

2211.04049 2022-11-10 cs.SE cs.AI 62%

Caching and Reproducibility: Making Data Science experiments faster and FAIRer

Moritz Schubotz, Ankit Satpute, Andre Greiner-Petter, Akiko Aizawa, Bela Gipp

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

Comments 8 pages, 1 table

Journal ref Frontiers in Research Metrics and Analytics, volume 7, 2022

2211.03959 2022-11-09 cs.LG cs.AI 62%

Pretraining in Deep Reinforcement Learning: A Survey

Zhihui Xie, Zichuan Lin, Junyou Li, Shuai Li, Deheng Ye

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

2211.00779 2022-11-03 cs.LG cs.AI cs.CY 62%

Reinforcement Learning in Education: A Multi-Armed Bandit Approach

Herkulaas Combrink, Vukosi Marivate, Benjamin Rosman

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

Comments 17 pages, 6 figures, 1 table, EAI AFRICATEK 2022 Conference

2211.00286 2022-11-02 cs.LG cs.AI cs.CV cs.DC cs.NE 62%

Strategies for Optimizing End-to-End Artificial Intelligence Pipelines on Intel Xeon Processors

Meena Arunachalam, Vrushabh Sanghavi, Yi A Yao, Yi A Zhou, Lifeng A Wang, Zongru Wen, Niroop Ammbashankar, Ning W Wang, Fahim Mohammad

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

Comments 10 pages, 11 figures, 3 tables

Journal ref The Parallel Universe Magazine, Issue 48, 2022

2210.13462 2022-10-28 cs.LG cs.AI cs.CV 62%

Artificial Intelligence-Based Methods for Fusion of Electronic Health Records and Imaging Data

Farida Mohsen, Hazrat Ali, Nady El Hajj, Zubair Shah

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

Comments Accepted in Nature Scientific Reports. 20 pages

Journal ref Sci Rep 12, 17981 (2022)

2210.12229 2022-10-26 cs.LG cs.AI cs.SY eess.SY math.OC 62%

Deep Reinforcement Learning for Stabilization of Large-scale Probabilistic Boolean Networks

Sotiris Moschoyiannis, Evangelos Chatzaroulas, Vytenis Sliogeris, Yuhu Wu

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

2206.13901 2022-10-24 cs.LG cs.AI 62%

Value Function Decomposition for Iterative Design of Reinforcement Learning Agents

James MacGlashan, Evan Archer, Alisa Devlic, Takuma Seno, Craig Sherstan, Peter R. Wurman, Peter Stone

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

Comments 10 content pages, 12 Appendix pages, 19 figures

2210.11468 2022-10-21 cs.SE cs.HC cs.LG 62%

ObSynth: An Interactive Synthesis System for Generating Object Models from Natural Language Specifications

Alex Gu, Tamara Mitrovska, Daniela Velez, Jacob Andreas, Armando Solar-Lezama

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

Comments 25 pages, 15 figures

1. 工作流自动化 10469 篇

ESCAPE: Countering Systematic Errors from Machine's Blind Spots via Interactive Visual Analysis

Validation of a Hospital Digital Twin with Machine Learning

Controlled Diversity with Preference : Towards Learning a Diverse Set of Desired Skills

Graph Decision Transformer

Double A3C: Deep Reinforcement Learning on OpenAI Gym Games

Building a Fuel Moisture Model for the Coupled Fire-Atmosphere Model WRF-SFIRE from Data: From Kalman Filters to Recurrent Neural Networks

Practical Knowledge Distillation: Using DNNs to Beat DNNs

Reinforcement Learning for Block Decomposition of CAD Models

Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot

AutoDOViz: Human-Centered Automation for Decision Optimization

Generative Adversarial Imitation Learning for End-to-End Autonomous Driving on Urban Environments

Towards Quantification of Assurance for Learning-enabled Components

MLGOPerf: An ML Guided Inliner to Optimize Performance

SITTA: Single Image Texture Translation for Data Augmentation

First Go, then Post-Explore: the Benefits of Post-Exploration in Intrinsic Motivation

Unsupervised Learning of Neurosymbolic Encoders

Towards Improving Exploration in Self-Imitation Learning using Intrinsic Motivation

Proactive Moderation of Online Discussions: Existing Practices and the Potential for Algorithmic Support

An Empirical Study of Library Usage and Dependency in Deep Learning Frameworks

Validation Diagnostics for SBI algorithms based on Normalizing Flows

OLGA : An Ontology and LSTM-based approach for generating Arithmetic Word Problems (AWPs) of transfer type

A Reinforcement Learning Approach for Process Parameter Optimization in Additive Manufacturing

Caching and Reproducibility: Making Data Science experiments faster and FAIRer

Pretraining in Deep Reinforcement Learning: A Survey

Reinforcement Learning in Education: A Multi-Armed Bandit Approach

Strategies for Optimizing End-to-End Artificial Intelligence Pipelines on Intel Xeon Processors

Artificial Intelligence-Based Methods for Fusion of Electronic Health Records and Imaging Data

Deep Reinforcement Learning for Stabilization of Large-scale Probabilistic Boolean Networks

Value Function Decomposition for Iterative Design of Reinforcement Learning Agents

ObSynth: An Interactive Synthesis System for Generating Object Models from Natural Language Specifications