AI Agent - arXivDaily 专题

2104.13302 2021-04-28 cs.LG cs.AI 62%

Adaptive Adversarial Training for Meta Reinforcement Learning

Shiqi Chen, Zhengyu Chen, Donglin Wang

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

2104.11776 2021-04-27 cs.CV cs.AI cs.GR cs.LG 62%

UnrealROX+: An Improved Tool for Acquiring Synthetic Data from Virtual 3D Environments

Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergio Orts-Escolano, Jose Garcia-Rodriguez, Markus Vincze

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

Comments Accepted at International Joint Conference on Neural Networks (IJCNN) 2021

2104.11593 2021-04-26 cs.SE cs.LG 62%

Assessing Validity of Static Analysis Warnings using Ensemble Learning

Anshul Tanwar, Hariharan Manikandan, Krishna Sundaresan, Prasanna Ganesan, Sathish Kumar Chandrasekaran, Sriram Ravi

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

2104.10925 2021-04-23 cs.IR cs.AI cs.CL 62%

Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation via Hybrid Transformer Encoding Networks

Junhan Yang, Zheng Liu, Bowen Jin, Jianxun Lian, Defu Lian, Akshay Soni, Eun Yong Kang, Yajun Wang, Guangzhong Sun, Xing Xie

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

2104.09428 2021-04-20 cs.IR cs.AI cs.LG 62%

AI supported Topic Modeling using KNIME-Workflows

Jamal Al Qundus, Silvio Peikert, Adrian Paschke

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

Comments 7 pages, 7 figures. Qurator2020 - Conference on Digital Curation Technologies

2104.08378 2021-04-20 cs.LG cs.AI cs.AR 62%

Accelerating Sparse Deep Neural Networks

Asit Mishra, Jorge Albericio Latorre, Jeff Pool, Darko Stosic, Dusan Stosic, Ganesh Venkatesh, Chong Yu, Paulius Micikevicius

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

2104.06220 2021-04-14 cs.AI cs.SE 62%

Agents for Automated User Experience Testing

Pedro M. Fernandes, Manuel Lopes, Rui Prada

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

2104.05417 2021-04-13 cs.LG cs.AI cs.ET 62%

An Approach to Symbolic Regression Using Feyn

Kevin René Broløs, Meera Vieira Machado, Chris Cave, Jaan Kasak, Valdemar Stentoft-Hansen, Victor Galindo Batanero, Tom Jelen, Casper Wilstrup

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

2010.11230 2021-04-13 cs.LG cs.CL 62%

Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents

Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee

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

Comments NAACL-HLT 2021

2012.03345 2021-04-07 cs.LG cs.AI 62%

Neural Online Graph Exploration

Ioannis Chiotellis, Daniel Cremers

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

2103.15370 2021-03-30 cs.LG cs.AI 62%

Robust Reinforcement Learning under model misspecification

Lebin Yu, Jian Wang, Xudong Zhang

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

1908.04734 2021-03-29 cs.AI cs.LG 62%

Reward Tampering Problems and Solutions in Reinforcement Learning: A Causal Influence Diagram Perspective

Tom Everitt, Marcus Hutter, Ramana Kumar, Victoria Krakovna

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

Comments Accepted to Synthese, March 2021

2102.09268 2021-03-08 cs.IR cs.AI cs.CL 62%

Training Large-Scale News Recommenders with Pretrained Language Models in the Loop

Shitao Xiao, Zheng Liu, Yingxia Shao, Tao Di, Xing Xie

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

2102.07589 2021-02-16 cs.AI cs.NE cs.SE 62%

A Reference Model for IoT Embodied Agents Controlled by Neural Networks

Nathalia Nascimento, Paulo Alencar, Donald Cowan, Carlos Lucena

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

Comments 6 pages, Accepted to be published in IEEE Big Data Conference Proceedings (IEEE Computer Society Press)

2102.07097 2021-02-16 cs.LG cs.AI 62%

Domain Adversarial Reinforcement Learning

Bonnie Li, Vincent François-Lavet, Thang Doan, Joelle Pineau

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

2007.14196 2021-02-15 cs.LG cs.AI 62%

Lifelong Incremental Reinforcement Learning with Online Bayesian Inference

Zhi Wang, Chunlin Chen, Daoyi Dong

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

Comments Accepted by IEEE Transactions on Neural Networks and Learning Systems, 2021

2102.06045 2021-02-12 cs.LG cs.AI q-bio.QM 62%

Artificial Intelligence based Autonomous Molecular Design for Medical Therapeutic: A Perspective

Rajendra P. Joshi, Neeraj Kumar

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

2005.03898 2021-02-09 cs.AI cs.NE cs.SE 62%

Synthesizing Safe Policies under Probabilistic Constraints with Reinforcement Learning and Bayesian Model Checking

Lenz Belzner, Martin Wirsing

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

2012.08178 2020-12-16 cs.DL cs.AI cs.HC cs.SE 62%

On how Cognitive Computing will plan your next Systematic Review

Maisie Badami, Marcos Baez, Shayan Zamanirad, Wei Kang

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

2002.12620 2020-12-14 cs.CL cs.LG cs.NE 62%

TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing

Ziqing Yang, Yiming Cui, Zhipeng Chen, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu

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

Comments To appear at ACL 2020 Demo Session

2012.01778 2020-12-04 cs.HC cs.AI cs.CV cs.LG 62%

NICER: Aesthetic Image Enhancement with Humans in the Loop

Michael Fischer, Konstantin Kobs, Andreas Hotho

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

Comments The code can be found at https://github.com/mr-Mojo/NICER

Journal ref ACHI 2020, The Thirteenth International Conference on Advances in Computer-Human Interactions; 2020; pages 357-362

2007.01137 2020-11-26 cs.SE cs.LG stat.ML 62%

Testing match-3 video games with Deep Reinforcement Learning

Nicholas Napolitano

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

2011.08820 2020-11-18 cs.LG cs.AI 62%

REALab: An Embedded Perspective on Tampering

Ramana Kumar, Jonathan Uesato, Richard Ngo, Tom Everitt, Victoria Krakovna, Shane Legg

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

2011.01646 2020-11-04 cs.AI cs.SE 62%

Automated simulation and verification of process models discovered by process mining

Ivona Zakarija, Frano Škopljanac-Mačina, Bruno Blašković

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

Comments 12 pages, 13 figures and 3 tables, published in Automatika, vol. 61, no. 2, pp.312-324, 2020

Journal ref AUTOMATIKA, VOL. 61, NO. 2, 2020, pp. 312-324

2004.10439 2020-11-04 cs.RO cs.AI cs.LG 62%

Tactical Decision-Making in Autonomous Driving by Reinforcement Learning with Uncertainty Estimation

Carl-Johan Hoel, Krister Wolff, Leo Laine

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

Journal ref IEEE Intelligent Vehicles Symposium (IV), 2020, pp. 1292-1298

2010.14616 2020-10-29 cs.NE cs.AI cs.LG cs.MA 62%

Lineage Evolution Reinforcement Learning

Zeyu Zhang, Guisheng Yin

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

2010.02256 2020-10-13 cs.CL cs.LG 62%

An Ensemble Approach for Automatic Structuring of Radiology Reports

Morteza Pourreza Shahri, Amir Tahmasebi, Bingyang Ye, Henghui Zhu, Javed Aslam, Timothy Ferris

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

Comments Accepted by the 3rd Clinical NLP Workshop at EMNLP 2020

1910.02052 2020-10-13 eess.SP cs.AI cs.LG 62%

AI Assisted Annotator using Reinforcement Learning

V. Ratna Saripalli, Gopal Avinash, Dibyajyoti Pati, Michael Potter, Charles W. Anderson

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

Comments 10 pages

2008.12001 2020-09-17 cs.LG cs.AI stat.ML 62%

AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning

Wei Fan, Kunpeng Liu, Hao Liu, Pengyang Wang, Yong Ge, Yanjie Fu

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

Comments Accepted by ICDM 2020. In this version, we revised some typos or mistakes for camera-ready

2008.09237 2020-08-24 cs.IR cs.AI cs.CL 62%

COOKIE: A Dataset for Conversational Recommendation over Knowledge Graphs in E-commerce

Zuohui Fu, Yikun Xian, Yaxin Zhu, Yongfeng Zhang, Gerard de Melo

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

1. 工作流自动化 10492 篇

Adaptive Adversarial Training for Meta Reinforcement Learning

UnrealROX+: An Improved Tool for Acquiring Synthetic Data from Virtual 3D Environments

Assessing Validity of Static Analysis Warnings using Ensemble Learning

Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation via Hybrid Transformer Encoding Networks

AI supported Topic Modeling using KNIME-Workflows

Accelerating Sparse Deep Neural Networks

Agents for Automated User Experience Testing

An Approach to Symbolic Regression Using Feyn

Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents

Neural Online Graph Exploration

Robust Reinforcement Learning under model misspecification

Reward Tampering Problems and Solutions in Reinforcement Learning: A Causal Influence Diagram Perspective

Training Large-Scale News Recommenders with Pretrained Language Models in the Loop

A Reference Model for IoT Embodied Agents Controlled by Neural Networks

Domain Adversarial Reinforcement Learning

Lifelong Incremental Reinforcement Learning with Online Bayesian Inference

Artificial Intelligence based Autonomous Molecular Design for Medical Therapeutic: A Perspective

Synthesizing Safe Policies under Probabilistic Constraints with Reinforcement Learning and Bayesian Model Checking

On how Cognitive Computing will plan your next Systematic Review

TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing

NICER: Aesthetic Image Enhancement with Humans in the Loop

Testing match-3 video games with Deep Reinforcement Learning

REALab: An Embedded Perspective on Tampering

Automated simulation and verification of process models discovered by process mining

Tactical Decision-Making in Autonomous Driving by Reinforcement Learning with Uncertainty Estimation

Lineage Evolution Reinforcement Learning

An Ensemble Approach for Automatic Structuring of Radiology Reports

AI Assisted Annotator using Reinforcement Learning

AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning

COOKIE: A Dataset for Conversational Recommendation over Knowledge Graphs in E-commerce