AI Agent - arXivDaily 专题

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

2112.01535 2021-12-20 eess.IV cs.AI cs.LG 62%

Robust End-to-End Focal Liver Lesion Detection using Unregistered Multiphase Computed Tomography Images

Sang-gil Lee, Eunji Kim, Jae Seok Bae, Jung Hoon Kim, Sungroh Yoon

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

Comments IEEE TETCI. 14 pages, 8 figures, 5 tables

2112.08930 2021-12-17 cs.CV cs.AI cs.LG cs.MM stat.ML 62%

Intelli-Paint: Towards Developing Human-like Painting Agents

Jaskirat Singh, Cameron Smith, Jose Echevarria, Liang Zheng

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

2005.00840 2021-12-07 cs.LG cs.AI 62%

Decision Support for Intoxication Prediction Using Graph Convolutional Networks

Hendrik Burwinkel, Matthias Keicher, David Bani-Harouni, Tobias Zellner, Florian Eyer, Nassir Navab, Seyed-Ahmad Ahmadi

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

Comments 10 pages, 3 figures

Journal ref Medical Image Computing and Computer Assisted Intervention (MICCAI 2020)

2111.02398 2021-11-05 eess.IV cs.AI cs.CV cs.LG 62%

Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods

Zohaib Salahuddin, Henry C Woodruff, Avishek Chatterjee, Philippe Lambin

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

2110.10817 2021-10-22 stat.ML cs.CL cs.LG stat.AP 62%

The R package sentometrics to compute, aggregate and predict with textual sentiment

David Ardia, Keven Bluteau, Samuel Borms, Kris Boudt

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

Journal ref Journal of Statistical Software, 2021, 99, 1-40

2110.10674 2021-10-22 cs.LG cs.AI 62%

SEA: Graph Shell Attention in Graph Neural Networks

Christian M. M. Frey, Yunpu Ma, Matthias Schubert

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

2008.03229 2021-10-22 cs.AI cs.LG 62%

Towards Sample Efficient Agents through Algorithmic Alignment

Mingxuan Li, Michael L. Littman

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

2110.08253 2021-10-19 cs.LG cs.AI q-bio.GN 62%

A Field Guide to Scientific XAI: Transparent and Interpretable Deep Learning for Bioinformatics Research

Thomas P Quinn, Sunil Gupta, Svetha Venkatesh, Vuong Le

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

2110.03097 2021-10-08 cs.LG cs.AI physics.app-ph stat.ME 62%

SWAT Watershed Model Calibration using Deep Learning

M. K. Mudunuru, K. Son, P. Jiang, X. Chen

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

Comments 23

2110.01108 2021-10-05 cs.LG cs.AI cs.HC 62%

Human-Centered AI for Data Science: A Systematic Approach

Dakuo Wang, Xiaojuan Ma, April Yi Wang

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

2108.02550 2021-10-05 cs.HC cs.AI cs.LG 62%

VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models

Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni

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

Comments Accepted to IEEE VIS 2021, To Appeal in IEEE Transactions on Visualization and Computer Graphics

1. 工作流自动化 10469 篇

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

Robust End-to-End Focal Liver Lesion Detection using Unregistered Multiphase Computed Tomography Images

Intelli-Paint: Towards Developing Human-like Painting Agents

Decision Support for Intoxication Prediction Using Graph Convolutional Networks

Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods

The R package sentometrics to compute, aggregate and predict with textual sentiment

SEA: Graph Shell Attention in Graph Neural Networks

Towards Sample Efficient Agents through Algorithmic Alignment

A Field Guide to Scientific XAI: Transparent and Interpretable Deep Learning for Bioinformatics Research

SWAT Watershed Model Calibration using Deep Learning

Human-Centered AI for Data Science: A Systematic Approach

VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models