AI Agent - arXivDaily 专题

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

2112.00885 2022-10-19 cs.LG cs.AI 62%

DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning

Archana Bura, Aria HasanzadeZonuzy, Dileep Kalathil, Srinivas Shakkottai, Jean-Francois Chamberland

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

Comments Accepted to NeurIPS 2022

2210.08979 2022-10-18 eess.IV cs.AI cs.CV cs.HC cs.LG 62%

An Interactive Interpretability System for Breast Cancer Screening with Deep Learning

Yuzhe Lu, Adam Perer

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

2210.08685 2022-10-18 cs.LG cs.AI stat.AP 62%

GeoThermalCloud: Machine Learning for Geothermal Resource Exploration

Maruti K. Mudunuru, Velimir V. Vesselinov, Bulbul Ahmmed

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

Comments 24 pages, 7 figures

2210.08011 2022-10-18 cs.LG cs.AI 62%

Autoencoder based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems

Stephanie Holly, Robin Heel, Denis Katic, Leopold Schoeffl, Andreas Stiftinger, Peter Holzner, Thomas Kaufmann, Bernhard Haslhofer, Daniel Schall, Clemens Heitzinger, Jana Kemnitz

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

Comments accepted at phme 2022

2210.06155 2022-10-17 cs.CL cs.AI 62%

ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding

Qiming Peng, Yinxu Pan, Wenjin Wang, Bin Luo, Zhenyu Zhang, Zhengjie Huang, Teng Hu, Weichong Yin, Yongfeng Chen, Yin Zhang, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

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

Comments Accepted to EMNLP 2022 (Findings)

2210.01234 2022-10-05 cs.LG cs.AI cs.CV 62%

Optimizing Data Collection for Machine Learning

Rafid Mahmood, James Lucas, Jose M. Alvarez, Sanja Fidler, Marc T. Law

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

Comments Accepted to NeurIPS 2022

2209.13975 2022-09-29 cs.LG cs.AI 62%

Toward Certification of Machine-Learning Systems for Low Criticality Airborne Applications

K. Dmitriev, J. Schumann, F. Holzapfel

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

Journal ref 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC), 2021, pp. 1-7

2209.11453 2022-09-26 cs.SE cs.LG 62%

A Preliminary Investigation of MLOps Practices in GitHub

Fabio Calefato, Filippo Lanubile, Luigi Quaranta

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

Comments Presented at ESEM '22, the 16th ACM / IEEE International Symposium on Empirical Software Engineering and Measurement

Journal ref Proceedings of the 16th ACM / IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM 2022), September 2022, Pages 283-288

2209.10369 2022-09-22 physics.comp-ph cs.AI cs.CE cs.LG physics.app-ph 62%

Approximating the full-field temperature evolution in 3D electronic systems from randomized "Minecraft" systems

Monika Stipsitz, Helios Sanchis-Alepuz

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

2209.10055 2022-09-22 cs.LG cs.AI cs.NE 62%

Lamarckian Platform: Pushing the Boundaries of Evolutionary Reinforcement Learning towards Asynchronous Commercial Games

Hui Bai, Ruimin Shen, Yue Lin, Botian Xu, Ran Cheng

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

2209.09007 2022-09-20 cs.LG cs.AI cs.NE cs.RO 62%

Comparative Study of Q-Learning and NeuroEvolution of Augmenting Topologies for Self Driving Agents

Arhum Ishtiaq, Maheen Anees, Sara Mahmood, Neha Jafry

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

2209.07407 2022-09-16 cs.NE cs.AI cs.LG cs.RO physics.bio-ph physics.flu-dyn 62%

Chemotaxis of sea urchin sperm cells through deep reinforcement learning

Chaojie Mo, Xin Bian

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

2112.14466 2022-09-12 cs.AI cs.LG stat.ML 62%

Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence

Kacper Sokol, Peter Flach

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

2209.02112 2022-09-07 cs.LG cs.AI 62%

Class-Incremental Learning via Knowledge Amalgamation

Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Yajuan San

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

Comments Paper accepted at ECML PKDD 2022

2209.02010 2022-09-07 cs.RO cs.AI cs.LG 62%

On the Origins of Self-Modeling

Robert Kwiatkowski, Yuhang Hu, Boyuan Chen, Hod Lipson

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:1910.01994

2208.12637 2022-09-01 cs.CY cs.AI cs.CV cs.LG 62%

TMIC: App Inventor Extension for the Deployment of Image Classification Models Exported from Teachable Machine

Fabiano Pereira de Oliveira, Christiane Gresse von Wangenheim, Jean C. R. Hauck

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

Comments 7 pages

2204.07372 2022-08-23 cs.CL cs.LG 62%

A Personalized Dialogue Generator with Implicit User Persona Detection

Itsugun Cho, Dongyang Wang, Ryota Takahashi, Hiroaki Saito

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

Comments 9 pages, 7 figures, Accepted by Coling2022

2201.09058 2022-08-23 q-fin.TR cs.AI cs.LG 62%

DeepScalper: A Risk-Aware Reinforcement Learning Framework to Capture Fleeting Intraday Trading Opportunities

Shuo Sun, Wanqi Xue, Rundong Wang, Xu He, Junlei Zhu, Jian Li, Bo An

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

2208.07852 2022-08-17 cs.CL cs.HC cs.LG 62%

Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models

Hendrik Strobelt, Albert Webson, Victor Sanh, Benjamin Hoover, Johanna Beyer, Hanspeter Pfister, Alexander M. Rush

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

Comments 9 pages content, 2 pages references

1. 工作流自动化 10492 篇

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

DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning

An Interactive Interpretability System for Breast Cancer Screening with Deep Learning

GeoThermalCloud: Machine Learning for Geothermal Resource Exploration

Autoencoder based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems

ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding

Optimizing Data Collection for Machine Learning

Toward Certification of Machine-Learning Systems for Low Criticality Airborne Applications

A Preliminary Investigation of MLOps Practices in GitHub

Approximating the full-field temperature evolution in 3D electronic systems from randomized "Minecraft" systems

Lamarckian Platform: Pushing the Boundaries of Evolutionary Reinforcement Learning towards Asynchronous Commercial Games

Comparative Study of Q-Learning and NeuroEvolution of Augmenting Topologies for Self Driving Agents

Chemotaxis of sea urchin sperm cells through deep reinforcement learning

Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence

Class-Incremental Learning via Knowledge Amalgamation

On the Origins of Self-Modeling

TMIC: App Inventor Extension for the Deployment of Image Classification Models Exported from Teachable Machine

A Personalized Dialogue Generator with Implicit User Persona Detection

DeepScalper: A Risk-Aware Reinforcement Learning Framework to Capture Fleeting Intraday Trading Opportunities

Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models