AI Agent - arXivDaily 专题

2110.00087 2021-10-04 cs.CV cs.AI cs.LG cs.RO 62%

Seeing Glass: Joint Point Cloud and Depth Completion for Transparent Objects

Haoping Xu, Yi Ru Wang, Sagi Eppel, Alàn Aspuru-Guzik, Florian Shkurti, Animesh Garg

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

Comments Accepted for Oral at Conference on Robot Learning (CoRL) 2021; Haoping Xu and Yi Ru Wang contributed equally; 8 pages, 6 figures, 3 tables

2109.13388 2021-09-29 cs.LG cs.AI cs.HC 62%

Go-Blend behavior and affect

Matthew Barthet, Antonios Liapis, Georgios N. Yannakakis

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

Comments 8 pages

2011.12956 2021-09-21 cs.LG cs.AI cs.RO cs.SY eess.SY 62%

Reinforcement Learning for Robust Missile Autopilot Design

Bernardo Cortez

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

Comments ICRLCT 2021 conference paper

2007.01544 2021-09-21 cs.AI cs.LG cs.MA 62%

A Conceptual Framework for Externally-influenced Agents: An Assisted Reinforcement Learning Review

Adam Bignold, Francisco Cruz, Matthew E. Taylor, Tim Brys, Richard Dazeley, Peter Vamplew, Cameron Foale

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

Comments 33 pages, 9 figures

2109.05866 2021-09-14 cs.LG cs.AI 62%

On Solving a Stochastic Shortest-Path Markov Decision Process as Probabilistic Inference

Mohamed Baioumy, Bruno Lacerda, Paul Duckworth, Nick Hawes

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

Comments Presented at the second International Workshop on Active Inference (IWAI 2021); 11 pages, 2 figures

2103.01834 2021-09-03 cs.CL cs.AI 62%

A Data-Centric Framework for Composable NLP Workflows

Zhengzhong Liu, Guanxiong Ding, Avinash Bukkittu, Mansi Gupta, Pengzhi Gao, Atif Ahmed, Shikun Zhang, Xin Gao, Swapnil Singhavi, Linwei Li, Wei Wei, Zecong Hu, Haoran Shi, Haoying Zhang, Xiaodan Liang, Teruko Mitamura, Eric P. Xing, Zhiting Hu

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

Comments 8 pages, 4 figures, EMNLP 2020

2002.05259 2021-08-11 cs.AI cs.LG 62%

Learning to Generate Levels From Nothing

Philip Bontrager, Julian Togelius

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

Comments 8 pages, 8 figures. Accepted to the 3rd IEEE Conference On Games (COG 2021)

2108.00887 2021-08-10 cs.LG cs.AI 62%

A Machine learning approach for rapid disaster response based on multi-modal data. The case of housing & shelter needs

Karla Saldana Ochoa, Tina Comes

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

2108.02662 2021-08-06 cs.LG cs.AI cs.CY 62%

Reducing Unintended Bias of ML Models on Tabular and Textual Data

Guilherme Alves, Maxime Amblard, Fabien Bernier, Miguel Couceiro, Amedeo Napoli

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

Comments 10 pages, 2 figures, 11 tables, to be published in DSAA 2021

2107.14037 2021-07-30 cs.LG cs.AI 62%

Machine Learning and Deep Learning Methods for Building Intelligent Systems in Medicine and Drug Discovery: A Comprehensive Survey

G Jignesh Chowdary, Suganya G, Premalatha M, Asnath Victy Phamila Y, Karunamurthy K

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

2107.13944 2021-07-30 cs.LG cs.AI stat.ML 62%

Lyapunov-based uncertainty-aware safe reinforcement learning

Ashkan B. Jeddi, Nariman L. Dehghani, Abdollah Shafieezadeh

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

Comments Submitted to IEEE Transactions on Neural Networks and Learning Systems

2107.12533 2021-07-28 cs.LG cs.AI 62%

Toward Co-creative Dungeon Generation via Transfer Learning

Zisen Zhou, Matthew Guzdial

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

Comments 7 pages, 6 figures, Workshop on Procedural Content Generation

Journal ref Proceedings of the Twelfth Workshop on Procedural Content Generation 2021

2107.08815 2021-07-20 cs.LG cs.AI 62%

Boosting the Convergence of Reinforcement Learning-based Auto-pruning Using Historical Data

Jiandong Mu, Mengdi Wang, Feiwen Zhu, Jun Yang, Wei Lin, Wei Zhang

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

2107.08194 2021-07-20 cs.NI cs.AI cs.LG 62%

Towards autonomic orchestration of machine learning pipelines in future networks

Abhishek Dandekar

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

2107.06639 2021-07-15 cs.PL cs.AI cs.LG 62%

You Only Write Thrice: Creating Documents, Computational Notebooks and Presentations From a Single Source

Kacper Sokol, Peter Flach

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

Comments Published at Rethinking ML Papers -- ICLR 2021 Workshop. OpenReview: https://openreview.net/forum?id=i4zpuNRiU4G Exhibit: https://so-cool.github.io/you-only-write-thrice/

1812.02632 2021-07-09 cs.LG cs.AI stat.ML 62%

Active Deep Q-learning with Demonstration

Si-An Chen, Voot Tangkaratt, Hsuan-Tien Lin, Masashi Sugiyama

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

Journal ref Mach Learn 109, 1699-1725 (2020)

2009.10513 2021-06-11 cs.LG cs.AI stat.ML 62%

Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing

Nijat Mehdiyev, Peter Fettke

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

Comments Accepted for publication in ECIS-2021 Proceedings (initial submission November 18, 2020). This version is an extension of the previous arXiv version

Journal ref ECIS 2021 Research Papers. 35 (2021) https://aisel.aisnet.org/ecis2021_rp/35

2105.03844 2021-05-11 cs.LG cs.AI q-fin.TR 62%

Reinforcement Learning with Expert Trajectory For Quantitative Trading

Sihang Chen, Weiqi Luo, Chao Yu

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

2104.14644 2021-05-03 cs.LG cs.AI 62%

What is Going on Inside Recurrent Meta Reinforcement Learning Agents?

Safa Alver, Doina Precup

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

Comments Accepted to the Never-Ending Reinforcement Learning Workshop at ICLR 2021

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

1. 工作流自动化 10469 篇

Seeing Glass: Joint Point Cloud and Depth Completion for Transparent Objects

Go-Blend behavior and affect

Reinforcement Learning for Robust Missile Autopilot Design

A Conceptual Framework for Externally-influenced Agents: An Assisted Reinforcement Learning Review

On Solving a Stochastic Shortest-Path Markov Decision Process as Probabilistic Inference

A Data-Centric Framework for Composable NLP Workflows

Learning to Generate Levels From Nothing

A Machine learning approach for rapid disaster response based on multi-modal data. The case of housing & shelter needs

Reducing Unintended Bias of ML Models on Tabular and Textual Data

Machine Learning and Deep Learning Methods for Building Intelligent Systems in Medicine and Drug Discovery: A Comprehensive Survey

Lyapunov-based uncertainty-aware safe reinforcement learning

Toward Co-creative Dungeon Generation via Transfer Learning

Boosting the Convergence of Reinforcement Learning-based Auto-pruning Using Historical Data

Towards autonomic orchestration of machine learning pipelines in future networks

You Only Write Thrice: Creating Documents, Computational Notebooks and Presentations From a Single Source

Active Deep Q-learning with Demonstration

Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing

Reinforcement Learning with Expert Trajectory For Quantitative Trading

What is Going on Inside Recurrent Meta Reinforcement Learning Agents?

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