AI Agent - arXivDaily 专题

2007.04756 2020-07-22 cs.AI cs.CV cs.LG cs.NE 62%

Learning to Prune Deep Neural Networks via Reinforcement Learning

Manas Gupta, Siddharth Aravindan, Aleksandra Kalisz, Vijay Chandrasekhar, Lin Jie

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

Comments Accepted at the ICML 2020 Workshop on Automated Machine Learning (AutoML 2020)

2006.11465 2020-07-14 cs.NE cs.AI cs.CL 62%

Towards a self-organizing pre-symbolic neural model representing sensorimotor primitives

Junpei Zhong, Angelo Cangelosi, Stefan Wermter

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

Journal ref Frontiers in behavioral neuroscience, 8, 22 (2014)

2007.00162 2020-07-02 eess.SP cs.AI cs.LG 62%

A Novel RL-assisted Deep Learning Framework for Task-informative Signals Selection and Classification for Spontaneous BCIs

Wonjun Ko, Eunjin Jeon, Heung-Il Suk

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

Comments 8 pages, 6 figures, 2 tables, and under review

2006.12903 2020-06-24 cs.AI cs.LG 62%

ELSIM: End-to-end learning of reusable skills through intrinsic motivation

Arthur Aubret, Laetitia Matignon, Salima Hassas

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

Comments Accepted at ECML 2020

2006.12587 2020-06-24 cs.DC cs.AI cs.LG cs.SY eess.SY 62%

PipeSim: Trace-driven Simulation of Large-Scale AI Operations Platforms

Thomas Rausch, Waldemar Hummer, Vinod Muthusamy

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

Comments 11 pages, 13 figures, extended version of OpML'20 paper

1812.00825 2020-06-03 cs.CV cs.AI cs.LG 62%

Microscope 2.0: An Augmented Reality Microscope with Real-time Artificial Intelligence Integration

Po-Hsuan Cameron Chen, Krishna Gadepalli, Robert MacDonald, Yun Liu, Kunal Nagpal, Timo Kohlberger, Jeffrey Dean, Greg S. Corrado, Jason D. Hipp, Martin C. Stumpe

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

Journal ref Nature Medicine (2019)

2004.00994 2020-05-26 cs.LG cs.AI stat.ML 62%

Learning to Ask Medical Questions using Reinforcement Learning

Uri Shaham, Tom Zahavy, Cesar Caraballo, Shiwani Mahajan, Daisy Massey, Harlan Krumholz

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

2005.09867 2020-05-21 cs.LG cs.AI 62%

A reinforcement learning based decision support system in textile manufacturing process

Zhenglei He, Kim Phuc Tran, Sébastien Thomassey, Xianyi Zeng, Changhai Yi

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

Journal ref 15th International Conference on Intelligent Systems and Knowledge Engineering (ISKE2020), Aug 2020, Cologne, Germany

2004.07352 2020-04-17 cs.SE cs.IR cs.LG 62%

Ownership at Large -- Open Problems and Challenges in Ownership Management

John Ahlgren, Maria Eugenia Berezin, Kinga Bojarczuk, Elena Dulskyte, Inna Dvortsova, Johann George, Natalija Gucevska, Mark Harman, Shan He, Ralf Lämmel, Erik Meijer, Silvia Sapora, Justin Spahr-Summers

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

Comments Author order is alphabetical. Contact author: Ralf Lämmel (rlaemmel@acm.org). The subject of the paper is covered by the contact author's keynote at the same conference

2003.12900 2020-03-31 cs.CL cs.AI 62%

Orchestrating NLP Services for the Legal Domain

Julián Moreno-Schneider, Georg Rehm, Elena Montiel-Ponsoda, Víctor Rodriguez-Doncel, Artem Revenko, Sotirios Karampatakis, Maria Khvalchik, Christian Sageder, Jorge Gracia, Filippo Maganza

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

Comments Proceedings of the 12th Language Resources and Evaluation Conference (LREC 2020). To appear

2002.12156 2020-03-24 cs.LG cs.AI cs.LO cs.SY eess.SY stat.ML 62%

Cautious Reinforcement Learning with Logical Constraints

Mohammadhosein Hasanbeig, Alessandro Abate, Daniel Kroening

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

Comments Accepted to AAMAS 2020. arXiv admin note: text overlap with arXiv:1902.00778

2002.11675 2020-02-27 cs.DB cs.AI cs.LG stat.ML 62%

Workload Prediction of Business Processes -- An Approach Based on Process Mining and Recurrent Neural Networks

Fabrizio Albertetti, Hatem Ghorbel

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

2002.09044 2020-02-24 cs.AI cs.CY cs.LG 62%

A Road Map to Strong Intelligence

Philip Paquette

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

2001.08656 2020-01-24 cs.AI cs.HC cs.LG 62%

I Feel I Feel You: A Theory of Mind Experiment in Games

David Melhart, Georgios N. Yannakakis, Antonios Liapis

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

Comments Accepted manuscript for the KI-Kunstliche Intelligenz special issue on Artificial Intelligence in Games

2001.06463 2020-01-20 cs.HC cs.AI cs.CL 62%

Plato Dialogue System: A Flexible Conversational AI Research Platform

Alexandros Papangelis, Mahdi Namazifar, Chandra Khatri, Yi-Chia Wang, Piero Molino, Gokhan Tur

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

2001.02462 2020-01-09 cs.AI cs.CL 62%

From Natural Language Instructions to Complex Processes: Issues in Chaining Trigger Action Rules

Nobuhiro Ito, Yuya Suzuki, Akiko Aizawa

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

1911.12247 2020-01-07 stat.ML cs.AI cs.LG 62%

Contrastive Learning of Structured World Models

Thomas Kipf, Elise van der Pol, Max Welling

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

Comments ICLR 2020

1912.12397 2020-01-01 cs.CL cs.LG 62%

Natural language processing of MIMIC-III clinical notes for identifying diagnosis and procedures with neural networks

Siddhartha Nuthakki, Sunil Neela, Judy W. Gichoya, Saptarshi Purkayastha

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

Comments This is a shortened version of the Capstone Project that was accepted by the Faculty of Indiana University, in partial fulfillment of the requirements for the degree of Master of Science in Health Informatics in Dec 2018

1912.02975 2020-01-01 cs.LG cs.AI stat.ML 62%

Observational Overfitting in Reinforcement Learning

Xingyou Song, Yiding Jiang, Stephen Tu, Yilun Du, Behnam Neyshabur

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

Comments Published as a conference paper in ICLR 2020

1912.00547 2019-12-03 cs.CL cs.DC cs.LG 62%

Large-scale text processing pipeline with Apache Spark

Alexey Svyatkovskiy, Kosuke Imai, Mary Kroeger, Yuki Shiraito

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

Journal ref Published in Proceedings of Big NLP workshop at the IEEE Big Data Conference 2016

1911.09531 2019-11-22 cs.LG cs.AI 62%

Towards FAIR protocols and workflows: The OpenPREDICT case study

Remzi Celebi, Joao Rebelo Moreira, Ahmed A. Hassan, Sandeep Ayyar, Lars Ridder, Tobias Kuhn, Michel Dumontier

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

Comments Preprint. Submitted to PeerJ on 13th November 2019. 3 appendixes as PDF files

1904.04706 2019-11-22 cs.SE cs.LG 62%

Towards Safety Verification of Direct Perception Neural Networks

Chih-Hong Cheng, Chung-Hao Huang, Thomas Brunner, Vahid Hashemi

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

Comments Revised text (2nd version). The research work is conducted during the first author's service at the fortiss research institute and is supported by the following projects: "Audi Verifiable AI" from Audi AG, Germany and "Dependable AI for automotive systems" from DENSO Corporation, Japan

1911.02191 2019-11-07 cs.LG cs.AI 62%

Experience Sharing Between Cooperative Reinforcement Learning Agents

Lucas Oliveira Souza, Gabriel de Oliveira Ramos, Celia Ghedini Ralha

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

Comments Published at the Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence

1903.08671 2019-11-01 cs.LG cs.AI cs.CV stat.ML 62%

Gradient based sample selection for online continual learning

Rahaf Aljundi, Min Lin, Baptiste Goujaud, Yoshua Bengio

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

Comments Neurips 2019

1809.01560 2019-10-28 cs.LG cs.AI cs.CR stat.ML 62%

Reinforcement Learning under Threats

Victor Gallego, Roi Naveiro, David Rios Insua

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

Comments Extends the verson published at the Proceedings of the AAAI Conference on Artificial Intelligence 33, https://www.aaai.org/ojs/index.php/AAAI/article/view/5106

1908.00087 2019-10-08 cs.HC cs.AI cs.LG 62%

explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning

Thilo Spinner, Udo Schlegel, Hanna Schäfer, Mennatallah El-Assady

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

Comments 9 pages paper, 2 pages references, 5 pages supplementary material (ancillary files)

Journal ref IEEE Transactions on Visualization and Computer Graphics (2019)

1910.00584 2019-10-03 cs.LG cs.AI stat.ML 62%

CWAE-IRL: Formulating a supervised approach to Inverse Reinforcement Learning problem

Arpan Kusari

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

1908.11135 2019-08-30 cs.AI cs.CL 62%

KBSET -- Knowledge-Based Support for Scholarly Editing and Text Processing

Jana Kittelmann, Christoph Wernhard

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

Comments Part of DECLARE 19 proceedings

1908.10127 2019-08-28 cs.AI cs.HC cs.LG 62%

Learning-Based Video Game Development in MLP@UoM: An Overview

Ke Chen

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

Comments 8 pages, 15 figures Invited paper presented as a keynote speech, ICEEIE'19 in Bali, Indonesia

1908.01821 2019-08-07 cs.CL cs.LG stat.ML 62%

Dialogue Act Classification in Group Chats with DAG-LSTMs

Ozan İrsoy, Rakesh Gosangi, Haimin Zhang, Mu-Hsin Wei, Peter Lund, Duccio Pappadopulo, Brendan Fahy, Neophytos Nephytou, Camilo Ortiz

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

Comments Appeared in SIGIR 2019 Workshop on Conversational Interaction Systems

1. 工作流自动化 10492 篇

Learning to Prune Deep Neural Networks via Reinforcement Learning

Towards a self-organizing pre-symbolic neural model representing sensorimotor primitives

A Novel RL-assisted Deep Learning Framework for Task-informative Signals Selection and Classification for Spontaneous BCIs

ELSIM: End-to-end learning of reusable skills through intrinsic motivation

PipeSim: Trace-driven Simulation of Large-Scale AI Operations Platforms

Microscope 2.0: An Augmented Reality Microscope with Real-time Artificial Intelligence Integration

Learning to Ask Medical Questions using Reinforcement Learning

A reinforcement learning based decision support system in textile manufacturing process

Ownership at Large -- Open Problems and Challenges in Ownership Management

Orchestrating NLP Services for the Legal Domain

Cautious Reinforcement Learning with Logical Constraints

Workload Prediction of Business Processes -- An Approach Based on Process Mining and Recurrent Neural Networks

A Road Map to Strong Intelligence

I Feel I Feel You: A Theory of Mind Experiment in Games

Plato Dialogue System: A Flexible Conversational AI Research Platform

From Natural Language Instructions to Complex Processes: Issues in Chaining Trigger Action Rules

Contrastive Learning of Structured World Models

Natural language processing of MIMIC-III clinical notes for identifying diagnosis and procedures with neural networks

Observational Overfitting in Reinforcement Learning

Large-scale text processing pipeline with Apache Spark

Towards FAIR protocols and workflows: The OpenPREDICT case study

Towards Safety Verification of Direct Perception Neural Networks

Experience Sharing Between Cooperative Reinforcement Learning Agents

Gradient based sample selection for online continual learning

Reinforcement Learning under Threats

explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning

CWAE-IRL: Formulating a supervised approach to Inverse Reinforcement Learning problem

KBSET -- Knowledge-Based Support for Scholarly Editing and Text Processing

Learning-Based Video Game Development in MLP@UoM: An Overview

Dialogue Act Classification in Group Chats with DAG-LSTMs