AI Agent - arXivDaily 专题

2111.03511 2021-11-08 cs.HC cs.CL cs.RO 57%

Disengagement Cause-and-Effect Relationships Extraction Using an NLP Pipeline

Yangtao Zhang, X. Jessie Yang, Feng Zhou

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

2008.06692 2021-11-08 cs.AI cs.PL 57%

How to build your own ASP-based system?!

Roland Kaminski, Javier Romero, Torsten Schaub, Philipp Wanko

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

Comments 68 pages, under consideration in Theory and Practice of Logic Programming (TPLP)

2102.08087 2021-11-05 stat.ML cs.LG math.OC stat.OT 57%

Making the most of your day: online learning for optimal allocation of time

Etienne Boursier, Tristan Garrec, Vianney Perchet, Marco Scarsini

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments NeurIPS 2021 camera ready

2111.00007 2021-11-02 cs.CV cs.LG 57%

Domain Agnostic Few-Shot Learning For Document Intelligence

Jaya Krishna Mandivarapu, Eric bunch, Glenn fung

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

1502.06519 2021-11-02 cs.SE cs.HC 57%

Enhancing Programming Interface to Effectively Meet Multiple Information Needs of Developers

Haipeng Cai

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

Comments Position paper; 10 pages, 2 figures

Journal ref International Conference on Software Quality, Reliability, and Security Companion, pages 221-229, 2015

2110.15739 2021-11-01 cs.LG stat.ML 57%

Scalable Inference in SDEs by Direct Matching of the Fokker-Planck-Kolmogorov Equation

Arno Solin, Ella Tamir, Prakhar Verma

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

Comments To appear in Advances in Neural Information Processing Systems (NeurIPS 2021)

2103.02843 2021-11-01 cs.DC cs.CE cs.LG physics.bio-ph q-bio.QM 57%

Pandemic Drugs at Pandemic Speed: Infrastructure for Accelerating COVID-19 Drug Discovery with Hybrid Machine Learning- and Physics-based Simulations on High Performance Computers

Agastya P. Bhati, Shunzhou Wan, Dario Alfè, Austin R. Clyde, Mathis Bode, Li Tan, Mikhail Titov, Andre Merzky, Matteo Turilli, Shantenu Jha, Roger R. Highfield, Walter Rocchia, Nicola Scafuri, Sauro Succi, Dieter Kranzlmüller, Gerald Mathias, David Wifling, Yann Donon, Alberto Di Meglio, Sofia Vallecorsa, Heng Ma, Anda Trifan, Arvind Ramanathan, Tom Brettin, Alexander Partin, Fangfang Xia, Xiaotan Duan, Rick Stevens, Peter V. Coveney

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

Journal ref Interface Focus. 2021. 11 (6): 20210018

2110.15103 2021-10-29 cs.SE 57%

Be Lean -- How to Fit a Model-Based System Architecture Development Process Based on ARP4754 Into an Agile Environment

Daniel Dollinger, Julian Rhein, Kevin Schmiechen, Florian Holzapfel

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

Comments Published at DASC 2021

2110.15036 2021-10-29 cs.RO cs.LG 57%

Orientation Probabilistic Movement Primitives on Riemannian Manifolds

Leonel Rozo, Vedant Dave

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

Comments To appear at CoRL 2021

2011.13034 2021-10-29 cs.LG stat.ML 57%

Accommodating Picky Customers: Regret Bound and Exploration Complexity for Multi-Objective Reinforcement Learning

Jingfeng Wu, Vladimir Braverman, Lin F. Yang

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments NeurIPS 2021 Camera Ready Version

2110.14440 2021-10-28 physics.geo-ph cs.AI 57%

Predictive Geological Mapping with Convolution Neural Network Using Statistical Data Augmentation on a 3D Model

Cedou Matthieu, Gloaguen Erwan, Blouin Martin, Caté Antoine, Paiement Jean-Philippe, Tirdad Shiva

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

2006.14804 2021-10-28 cs.AI 57%

Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation

Lin Guan, Mudit Verma, Sihang Guo, Ruohan Zhang, Subbarao Kambhampati

专题命中工作流自动化：agent(abstract)；分类 cs.AI

2110.11130 2021-10-22 cs.LG cs.SY eess.SY q-bio.NC stat.ML 57%

Inverse Optimal Control Adapted to the Noise Characteristics of the Human Sensorimotor System

Matthias Schultheis, Dominik Straub, Constantin A. Rothkopf

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 24 pages, 11 figures, to be published at NeurIPS 2021

2110.10351 2021-10-22 math.OC cs.LG 57%

Faster Algorithm and Sharper Analysis for Constrained Markov Decision Process

Tianjiao Li, Ziwei Guan, Shaofeng Zou, Tengyu Xu, Yingbin Liang, Guanghui Lan

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments The paper was initially submitted for publication in January 2021

2110.10128 2021-10-20 cs.LG 57%

Robust Event Classification Using Imperfect Real-world PMU Data

Yunchuan Liu, Lei Yang, Amir Ghasemkhani, Hanif Livani, Virgilio A. Centeno, Pin-Yu Chen, Junshan Zhang

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

2110.09775 2021-10-20 cs.CV cs.AI 57%

Aesthetic Photo Collage with Deep Reinforcement Learning

Mingrui Zhang, Mading Li, Li Chen, Jiahao Yu

专题命中工作流自动化：agent(abstract)；分类 cs.AI

2110.09152 2021-10-19 cs.AI 57%

Lifting DecPOMDPs for Nanoscale Systems -- A Work in Progress

Tanya Braun, Stefan Fischer, Florian Lau, Ralf Möller

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments Accepted at the Tenth International Workshop on Statistical Relational AI (StarAI-2021)

2110.06459 2021-10-14 cs.IR cs.AI 57%

Learning to Select Historical News Articles for Interaction based Neural News Recommendation

Peitian Zhang, Zhicheng Dou, Jing Yao

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

Comments 10 pages

2110.04697 2021-10-12 cs.RO cs.AI 57%

An Augmented Reality Platform for Introducing Reinforcement Learning to K-12 Students with Robots

Ziyi Zhang, Samuel Micah Akai-Nettey, Adonai Addo, Chris Rogers, Jivko Sinapov

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments AAAI-FSS 2021 (arXiv:2109.10836)

2105.12238 2021-10-06 cs.CV cs.GR cs.LG 57%

AutoMate: A Dataset and Learning Approach for Automatic Mating of CAD Assemblies

Benjamin Jones, Dalton Hildreth, Duowen Chen, Ilya Baran, Vladimir G. Kim, Adriana Schulz

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

Comments 16 pages, 17 figures, 4 tables

2110.00840 2021-10-05 cs.AI cs.NE 57%

Induction, Popper, and machine learning

Bruce Nielson, Daniel C. Elton

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments accepted to the BICA*AI 2021 conference at the 2021 IS4SI summit

2109.06339 2021-10-05 cs.DB cs.LG 57%

ML Based Lineage in Databases

Michael Leybovich, Oded Shmueli

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

Comments 12 pages

2110.00276 2021-10-04 stat.ML cs.LG 57%

TyXe: Pyro-based Bayesian neural nets for Pytorch

Hippolyt Ritter, Theofanis Karaletsos

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

Comments Previously presented at PROBPROG 2020

2109.11431 2021-09-24 eess.SP cs.AI eess.IV 57%

Deep Learning for Ultrasound Beamforming

Ruud JG van Sloun, Jong Chul Ye, Yonina C Eldar

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

1903.12110 2021-09-22 cs.IR cs.LG 57%

Building Automated Survey Coders via Interactive Machine Learning

Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani

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

Comments To appear in the International Journal of Market Research

Journal ref Final version published in International Journal of Market Research, 61(4):408-429, 2019

2109.07779 2021-09-21 cs.CL 57%

Constructing Emotion Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation

Lei Shen, Jinchao Zhang, Jiao Ou, Xiaofang Zhao, Jie Zhou

专题命中工作流自动化：agent(abstract)；分类 cs.CL

Comments Accepted by EMNLP 2021 Findings

2109.08098 2021-09-17 cond-mat.mtrl-sci cs.LG physics.chem-ph 57%

MOFSimplify: Machine Learning Models with Extracted Stability Data of Three Thousand Metal-Organic Frameworks

A. Nandy, G. Terrones, N. Arunachalam, C. Duan, D. W. Kastner, H. J. Kulik

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

2109.07344 2021-09-16 physics.geo-ph cs.LG 57%

The potential of self-supervised networks for random noise suppression in seismic data

Claire Birnie, Matteo Ravasi, Tariq Alkhalifah, Sixiu Liu

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

2109.06417 2021-09-15 cs.CL 57%

Cross-document Event Identity via Dense Annotation

Adithya Pratapa, Zhengzhong Liu, Kimihiro Hasegawa, Linwei Li, Yukari Yamakawa, Shikun Zhang, Teruko Mitamura

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

Comments CoNLL 2021 camera-ready

2109.03914 2021-09-10 cs.CL 57%

Ensemble Fine-tuned mBERT for Translation Quality Estimation

Shaika Chowdhury, Naouel Baili, Brian Vannah

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

Comments The Sixth Conference on Machine Translation, WMT 2021

1. 工作流自动化 10514 篇

Disengagement Cause-and-Effect Relationships Extraction Using an NLP Pipeline

How to build your own ASP-based system?!

Making the most of your day: online learning for optimal allocation of time

Domain Agnostic Few-Shot Learning For Document Intelligence

Enhancing Programming Interface to Effectively Meet Multiple Information Needs of Developers

Scalable Inference in SDEs by Direct Matching of the Fokker-Planck-Kolmogorov Equation

Pandemic Drugs at Pandemic Speed: Infrastructure for Accelerating COVID-19 Drug Discovery with Hybrid Machine Learning- and Physics-based Simulations on High Performance Computers

Be Lean -- How to Fit a Model-Based System Architecture Development Process Based on ARP4754 Into an Agile Environment

Orientation Probabilistic Movement Primitives on Riemannian Manifolds

Accommodating Picky Customers: Regret Bound and Exploration Complexity for Multi-Objective Reinforcement Learning

Predictive Geological Mapping with Convolution Neural Network Using Statistical Data Augmentation on a 3D Model

Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation

Inverse Optimal Control Adapted to the Noise Characteristics of the Human Sensorimotor System

Faster Algorithm and Sharper Analysis for Constrained Markov Decision Process

Robust Event Classification Using Imperfect Real-world PMU Data

Aesthetic Photo Collage with Deep Reinforcement Learning

Lifting DecPOMDPs for Nanoscale Systems -- A Work in Progress

Learning to Select Historical News Articles for Interaction based Neural News Recommendation

An Augmented Reality Platform for Introducing Reinforcement Learning to K-12 Students with Robots

AutoMate: A Dataset and Learning Approach for Automatic Mating of CAD Assemblies

Induction, Popper, and machine learning

ML Based Lineage in Databases

TyXe: Pyro-based Bayesian neural nets for Pytorch

Deep Learning for Ultrasound Beamforming

Building Automated Survey Coders via Interactive Machine Learning

Constructing Emotion Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation

MOFSimplify: Machine Learning Models with Extracted Stability Data of Three Thousand Metal-Organic Frameworks

The potential of self-supervised networks for random noise suppression in seismic data

Cross-document Event Identity via Dense Annotation

Ensemble Fine-tuned mBERT for Translation Quality Estimation