Artificial Intelligence

Authors and titles for cs.AI in Mar 2021

[1]  arXiv:2103.00058 [pdf, other]

Title: Scalable Multiagent Driving Policies For Reducing Traffic Congestion

Authors: Jiaxun Cui, William Macke, Harel Yedidsion, Daniel Urieli, Peter Stone

Comments: Accepted as a full paper to the International Conference on Autonomous Agents and Multi Agent Systems (AAMAS). 2021

Subjects: Artificial Intelligence (cs.AI); Systems and Control (eess.SY)

[2]  arXiv:2103.00070 [pdf, ps, other]

Title: Knowledge-aware Zero-Shot Learning: Survey and Perspective

Authors: Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, Huajun Chen

Comments: Accepted by IJCAI'21 Survey Track

Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[3]  arXiv:2103.00165 [pdf, other]

Title: Lifelong Learning based Disease Diagnosis on Clinical Notes

Authors: Zifeng Wang, Yifan Yang, Rui Wen, Xi Chen, Shao-Lun Huang, Yefeng Zheng

Comments: Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'21)

Subjects: Artificial Intelligence (cs.AI)

[4]  arXiv:2103.00172 [pdf, other]

Title: A Survey on Physarum Polycephalum Intelligent Foraging Behaviour and Bio-Inspired Applications

Authors: Abubakr Awad, Wei Pang, David Lusseau, George M. Coghill

Comments: arXiv admin note: text overlap with arXiv:1712.02910 by other authors

Subjects: Artificial Intelligence (cs.AI)

[5]  arXiv:2103.00187 [pdf, other]

Title: Multi-agent Reinforcement Learning in OpenSpiel: A Reproduction Report

Authors: Michael Walton, Viliam Lisy

Subjects: Artificial Intelligence (cs.AI)

[6]  arXiv:2103.00200 [pdf, other]

Title: Siamese Labels Auxiliary Learning

Authors: Wenrui Gan, Zhulin Liu, C. L. Philip Chen, Tong Zhang

Subjects: Artificial Intelligence (cs.AI)

[7]  arXiv:2103.00331 [pdf, other]

Title: CP-MDP: A CANDECOMP-PARAFAC Decomposition Approach to Solve a Markov Decision Process Multidimensional Problem

Authors: Daniela Kuinchtner, Afonso Sales, Felipe Meneguzzi

Subjects: Artificial Intelligence (cs.AI)

[8]  arXiv:2103.00418 [pdf, other]

Title: Logic Embeddings for Complex Query Answering

Authors: Francois Luus, Prithviraj Sen, Pavan Kapanipathi, Ryan Riegel, Ndivhuwo Makondo, Thabang Lebese, Alexander Gray

Comments: IBM Research

Subjects: Artificial Intelligence (cs.AI); Databases (cs.DB); Machine Learning (cs.LG); Logic in Computer Science (cs.LO)

[9]  arXiv:2103.00507 [pdf, other]

Title: Where the Action is: Let's make Reinforcement Learning for Stochastic Dynamic Vehicle Routing Problems work!

Authors: Florentin D Hildebrandt, Barrett Thomas, Marlin W Ulmer

Subjects: Artificial Intelligence (cs.AI)

[10]  arXiv:2103.00519 [pdf, other]

Title: KANDINSKYPatterns -- An experimental exploration environment for Pattern Analysis and Machine Intelligence

Authors: Andreas Holzinger, Anna Saranti, Heimo Mueller

Comments: 12 pages, submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), currently under review

Subjects: Artificial Intelligence (cs.AI)

[11]  arXiv:2103.00623 [pdf, other]

Title: Scaling up Mean Field Games with Online Mirror Descent

Authors: Julien Perolat, Sarah Perrin, Romuald Elie, Mathieu Laurière, Georgios Piliouras, Matthieu Geist, Karl Tuyls, Olivier Pietquin

Subjects: Artificial Intelligence (cs.AI)

[12]  arXiv:2103.00778 [pdf, other]

Title: Explaining Adversarial Vulnerability with a Data Sparsity Hypothesis

Authors: Mahsa Paknezhad, Cuong Phuc Ngo, Amadeus Aristo Winarto, Alistair Cheong, Chuen Yang Beh, Jiayang Wu, Hwee Kuan Lee

Journal-ref: Neurocomputing, 2022

Subjects: Artificial Intelligence (cs.AI)

[13]  arXiv:2103.00792 [pdf, other]

Title: Knowledge-Guided Dynamic Systems Modeling: A Case Study on Modeling River Water Quality

Authors: Namyong Park, MinHyeok Kim, Nguyen Xuan Hoai, R.I. (Bob) McKay, Dong-Kyun Kim

Subjects: Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)

[14]  arXiv:2103.00820 [pdf, other]

Title: Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues

Authors: Hung Le, Nancy F. Chen, Steven C.H. Hoi

Comments: Accepted at ICLR (International Conference on Learning Representations) 2021

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[15]  arXiv:2103.00833 [pdf, ps, other]

Title: Fast threshold optimization for multi-label audio tagging using Surrogate gradient learning

Authors: Thomas Pellegrini (IRIT-SAMoVA), Timothée Masquelier (CERCO)

Journal-ref: IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto, Canada

Subjects: Artificial Intelligence (cs.AI); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[16]  arXiv:2103.00848 [pdf, other]

Title: A Bioinspired Retinal Neural Network for Accurately Extracting Small-Target Motion Information in Cluttered Backgrounds

Authors: Xiao Huang, Hong Qiao, Hui Li, Zhihong Jiang

Subjects: Artificial Intelligence (cs.AI)

[17]  arXiv:2103.00891 [pdf, other]

Title: Using contrastive learning to improve the performance of steganalysis schemes

Authors: Yanzhen Ren, Yiwen Liu, Lina Wang

Subjects: Artificial Intelligence (cs.AI)

[18]  arXiv:2103.01108 [pdf, other]

Title: Measuring Inconsistency over Sequences of Business Rule Cases

Authors: Carl Corea, Matthias Thimm, Patrick Delfmann

Subjects: Artificial Intelligence (cs.AI)

[19]  arXiv:2103.01171 [pdf, other]

Title: Expected Value of Communication for Planning in Ad Hoc Teamwork

Authors: William Macke, Reuth Mirsky, Peter Stone

Comments: 10 pages, 6 figure, Published at AAAI 2021

Subjects: Artificial Intelligence (cs.AI)

[20]  arXiv:2103.01203 [pdf, other]

Title: Generating Probabilistic Safety Guarantees for Neural Network Controllers

Authors: Sydney M. Katz, Kyle D. Julian, Christopher A. Strong, Mykel J. Kochenderfer

Comments: 31 pages, 19 figures

Journal-ref: Mach Learn (2021). http://link.springer.com/article/10.1007/s10994-021-06065-9

Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[21]  arXiv:2103.01432 [pdf, other]

Title: TopicTracker: A Platform for Topic Trajectory Identification and Visualisation

Authors: Yong-Bin Kang, Timos Sellis

Comments: Submitted to SoftwareX

Subjects: Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)

[22]  arXiv:2103.01636 [pdf, other]

Title: Sparse Training Theory for Scalable and Efficient Agents

Authors: Decebal Constantin Mocanu, Elena Mocanu, Tiago Pinto, Selima Curci, Phuong H. Nguyen, Madeleine Gibescu, Damien Ernst, Zita A. Vale

Journal-ref: 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021)

Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multiagent Systems (cs.MA); Neural and Evolutionary Computing (cs.NE)

[23]  arXiv:2103.01719 [pdf, other]

Title: Differentiable Inductive Logic Programming for Structured Examples

Authors: Hikaru Shindo, Masaaki Nishino, Akihiro Yamamoto

Comments: Accepted by AAAI2021

Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[24]  arXiv:2103.01737 [pdf, other]

Title: Distilling Causal Effect of Data in Class-Incremental Learning

Authors: Xinting Hu, Kaihua Tang, Chunyan Miao, Xian-Sheng Hua, Hanwang Zhang

Subjects: Artificial Intelligence (cs.AI)

[25]  arXiv:2103.01785 [pdf, other]

Title: Single and Parallel Machine Scheduling with Variable Release Dates

Authors: Felix Mohr, Gonzalo Mejía, Francisco Yuraszeck

Subjects: Artificial Intelligence (cs.AI)