AI Agent - arXivDaily 专题

2208.02811 2022-08-05 cs.SE cs.AI cs.NE 62%

MAGPIE: Machine Automated General Performance Improvement via Evolution of Software

Aymeric Blot, Justyna Petke

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

Comments 19 pages

2207.12186 2022-08-05 cs.LG cs.AI cs.CV 62%

On the Learnability of Physical Concepts: Can a Neural Network Understand What's Real?

Alessandro Achille, Stefano Soatto

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

2208.02030 2022-08-04 cs.SE cs.LG 62%

BPMN4sML: A BPMN Extension for Serverless Machine Learning. Technology Independent and Interoperable Modeling of Machine Learning Workflows and their Serverless Deployment Orchestration

Laurens Martin Tetzlaff

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

Comments 105 pages 3 tables 33 figures

2207.11547 2022-07-26 q-bio.BM cs.AI cs.LG 62%

A Ligand-and-structure Dual-driven Deep Learning Method for the Discovery of Highly Potent GnRH1R Antagonist to treat Uterine Diseases

Song Li, Song Ke, Chenxing Yang, Jun Chen, Yi Xiong, Lirong Zheng, Hao Liu, Liang Hong

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

2207.10648 2022-07-22 cs.CL cs.AI 62%

A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language

Michael Desmond, Evelyn Duesterwald, Vatche Isahagian, Vinod Muthusamy

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

2202.01094 2022-07-13 eess.AS cs.CL cs.LG cs.SD 62%

RescoreBERT: Discriminative Speech Recognition Rescoring with BERT

Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko

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

Comments Accepted to ICASSP 2022

Journal ref Proc. IEEE ICASSP, May 2022, pp. 6617-6121

1805.00787 2022-07-13 cs.MA cs.AI cs.GT cs.LG 62%

Cognition in Dynamical Systems, Second Edition

Jack Hall

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

Comments 50 pages w/references. Base file is `cognition.tex`. All figures generated by TikZ. This is a revised version of my doctoral thesis, which was published under the name of John Wendell Hall since UT-Austin required my full name. All of this work is unpublished aside from the UT library, where the first edition is stored as my dissertation. Fixes an errata in Chapter 2

2206.11053 2022-06-28 cs.CV cs.AI cs.LG cs.RO eess.IV 62%

Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer

Lalithkumar Seenivasan, Mobarakol Islam, Adithya K Krishna, Hongliang Ren

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

Comments Code: https://github.com/lalithjets/Surgical_VQA.git

2201.09486 2022-06-22 cs.SD cs.CL cs.CY cs.LG eess.AS 62%

Bias in Automated Speaker Recognition

Wiebke Toussaint Hutiri, Aaron Ding

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

Journal ref 2022 ACM Conference on Fairness, Accountability, and Transparency (FAccT '22)

2108.03555 2022-06-22 cs.CV cs.AI cs.LG 62%

Rapid Automated Analysis of Skull Base Tumor Specimens Using Intraoperative Optical Imaging and Artificial Intelligence

Cheng Jiang, Abhishek Bhattacharya, Joseph Linzey, Rushikesh S. Joshi, Sung Jik Cha, Sudharsan Srinivasan, Daniel Alber, Akhil Kondepudi, Esteban Urias, Balaji Pandian, Wajd Al-Holou, Steve Sullivan, B. Gregory Thompson, Jason Heth, Chris Freudiger, Siri Khalsa, Donato Pacione, John G. Golfinos, Sandra Camelo-Piragua, Daniel A. Orringer, Honglak Lee, Todd Hollon

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

Comments Published as journal article

Journal ref Neurosurgery 90 (6), 758-767, 2022

2206.06485 2022-06-15 cs.LG cs.AI 62%

What Should I Know? Using Meta-gradient Descent for Predictive Feature Discovery in a Single Stream of Experience

Alexandra Kearney, Anna Koop, Johannes Günther, Patrick M. Pilarski

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

2206.06308 2022-06-15 cs.CL cs.AI 62%

Knowledge Graph Construction and Its Application in Automatic Radiology Report Generation from Radiologist's Dictation

Kaveri Kale, Pushpak Bhattacharyya, Aditya Shetty, Milind Gune, Kush Shrivastava, Rustom Lawyer, Spriha Biswas

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

2205.10466 2022-05-24 cs.HC cs.AI cs.LG 62%

A Survey on Physiological Signal Based Emotion Recognition

Zeeshan Ahmad, Naimul Khan

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

2205.07802 2022-05-17 cs.LG cs.AI stat.ML 62%

The Primacy Bias in Deep Reinforcement Learning

Evgenii Nikishin, Max Schwarzer, Pierluca D'Oro, Pierre-Luc Bacon, Aaron Courville

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

Comments ICML 2022; code at https://github.com/evgenii-nikishin/rl_with_resets

2205.05882 2022-05-13 cs.LG cs.AI cs.HC cs.RO 62%

E-Mail Assistant -- Automation of E-Mail Handling and Management using Robotic Process Automation

Arpit Khare, Sudhakar Singh, Richa Mishra, Shiv Prakash, Pratibha Dixit

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

Comments 7 pages, 4 figures, Accepted in DASA 2022

2204.10382 2022-04-25 cs.AI cs.LG 62%

Facilitating automated conversion of scientific knowledge into scientific simulation models with the Machine Assisted Generation, Calibration, and Comparison (MAGCC) Framework

Chase Cockrell, Scott Christley, Gary An

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

Comments 20 Pages, 8 Figures, 5 Tables

2204.03959 2022-04-12 cs.AI cs.LG 62%

Blockchain as an Enabler for Transfer Learning in Smart Environments

Amin Anjomshoaa, Edward Curry

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

2204.02558 2022-04-07 cs.AI cs.LG 62%

DouZero+: Improving DouDizhu AI by Opponent Modeling and Coach-guided Learning

Youpeng Zhao, Jian Zhao, Xunhan Hu, Wengang Zhou, Houqiang Li

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

2112.05923 2022-04-05 cs.LG cs.AI cs.DC 62%

ElegantRL-Podracer: Scalable and Elastic Library for Cloud-Native Deep Reinforcement Learning

Xiao-Yang Liu, Zechu Li, Zhuoran Yang, Jiahao Zheng, Zhaoran Wang, Anwar Walid, Jian Guo, Michael I. Jordan

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

Comments 9 pages, 7 figures

Journal ref Deep Reinforcement Learning Workshop, NeurIPS 2021

2203.14686 2022-03-29 cs.SE cs.AI 62%

REPTILE: A Proactive Real-Time Deep Reinforcement Learning Self-adaptive Framework

Flavio Corradini, Miichele Loreti, Marco Piangerelli, Giacomo Rocchetti

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

2109.10294 2022-03-25 cs.CL cs.SE 62%

DeepSTL -- From English Requirements to Signal Temporal Logic

Jie He, Ezio Bartocci, Dejan Ničković, Haris Isakovic, Radu Grosu

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

Comments 13 pages

2203.08144 2022-03-17 q-fin.ST cs.CL cs.LG cs.SI 62%

DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing Anomalies

Pok Wah Chan

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

Comments 72 pages

2203.06467 2022-03-15 cs.IR cs.AI cs.LG 62%

G$^3$SR: Global Graph Guided Session-based Recommendation

Zhi-Hong Deng, Chang-Dong Wang, Ling Huang, Jian-Huang Lai, Philip S. Yu

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

1804.05044 2022-03-02 cs.AI cs.SE 62%

Specifying, Monitoring, and Executing Workflows in Linked Data Environments

Tobias Käfer, Andreas Harth

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

2104.07495 2022-02-24 cs.LG cs.AI stat.ML 62%

Curiosity-Driven Exploration via Latent Bayesian Surprise

Pietro Mazzaglia, Ozan Catal, Tim Verbelen, Bart Dhoedt

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

Comments Published at AAAI 22. Project website: (https://lbsexploration.github.io/)

2202.10678 2022-02-23 cs.AI cs.GT cs.LG econ.TH 62%

Sequential Information Design: Markov Persuasion Process and Its Efficient Reinforcement Learning

Jibang Wu, Zixuan Zhang, Zhe Feng, Zhaoran Wang, Zhuoran Yang, Michael I. Jordan, Haifeng Xu

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

2202.05433 2022-02-15 cs.LG cs.AI stat.AP 62%

A Survey on Programmatic Weak Supervision

Jieyu Zhang, Cheng-Yu Hsieh, Yue Yu, Chao Zhang, Alexander Ratner

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

Comments 8 pages

2202.04337 2022-02-10 cs.LG cs.SE cs.SY eess.SY 62%

Scenario-Assisted Deep Reinforcement Learning

Raz Yerushalmi, Guy Amir, Achiya Elyasaf, David Harel, Guy Katz, Assaf Marron

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

Journal ref In Proceedings of MODELSWARD 2022: the 10th International Conference on Model-Driven Engineering and Software Development, ISBN 978-989-758-550-0, ISSN 2184-4348, pages 310-319

2105.14829 2022-02-07 cs.RO cs.AI cs.CV cs.LG 62%

Q-attention: Enabling Efficient Learning for Vision-based Robotic Manipulation

Stephen James, Andrew J. Davison

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

Comments IEEE Robotics and Automation Letters, 2022 (+ presentation at ICRA 2022). Videos and code found at: https://sites.google.com/view/q-attention

2008.11707 2022-01-19 cs.LG cs.AI cs.CY stat.ML 62%

Bandit Data-Driven Optimization

Zheyuan Ryan Shi, Zhiwei Steven Wu, Rayid Ghani, Fei Fang

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

Comments This is the complete version of the paper. A version of this paper is also published at AAAI-22

1. 工作流自动化 10492 篇

MAGPIE: Machine Automated General Performance Improvement via Evolution of Software

On the Learnability of Physical Concepts: Can a Neural Network Understand What's Real?

BPMN4sML: A BPMN Extension for Serverless Machine Learning. Technology Independent and Interoperable Modeling of Machine Learning Workflows and their Serverless Deployment Orchestration

A Ligand-and-structure Dual-driven Deep Learning Method for the Discovery of Highly Potent GnRH1R Antagonist to treat Uterine Diseases

A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language

RescoreBERT: Discriminative Speech Recognition Rescoring with BERT

Cognition in Dynamical Systems, Second Edition

Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer

Bias in Automated Speaker Recognition

Rapid Automated Analysis of Skull Base Tumor Specimens Using Intraoperative Optical Imaging and Artificial Intelligence

What Should I Know? Using Meta-gradient Descent for Predictive Feature Discovery in a Single Stream of Experience

Knowledge Graph Construction and Its Application in Automatic Radiology Report Generation from Radiologist's Dictation

A Survey on Physiological Signal Based Emotion Recognition

The Primacy Bias in Deep Reinforcement Learning

E-Mail Assistant -- Automation of E-Mail Handling and Management using Robotic Process Automation

Facilitating automated conversion of scientific knowledge into scientific simulation models with the Machine Assisted Generation, Calibration, and Comparison (MAGCC) Framework

Blockchain as an Enabler for Transfer Learning in Smart Environments

DouZero+: Improving DouDizhu AI by Opponent Modeling and Coach-guided Learning

ElegantRL-Podracer: Scalable and Elastic Library for Cloud-Native Deep Reinforcement Learning

REPTILE: A Proactive Real-Time Deep Reinforcement Learning Self-adaptive Framework

DeepSTL -- From English Requirements to Signal Temporal Logic

DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing Anomalies

G$^3$SR: Global Graph Guided Session-based Recommendation

Specifying, Monitoring, and Executing Workflows in Linked Data Environments

Curiosity-Driven Exploration via Latent Bayesian Surprise

Sequential Information Design: Markov Persuasion Process and Its Efficient Reinforcement Learning

A Survey on Programmatic Weak Supervision

Scenario-Assisted Deep Reinforcement Learning

Q-attention: Enabling Efficient Learning for Vision-based Robotic Manipulation

Bandit Data-Driven Optimization