Artificial Intelligence

Authors and titles for November 2019

[1] arXiv:1911.00384 [pdf, other]

Title: Generalized Mean Estimation in Monte-Carlo Tree Search

Tuan Dam, Pascal Klink, Carlo D'Eramo, Jan Peters, Joni Pajarinen

Subjects: Artificial Intelligence (cs.AI)

[2] arXiv:1911.00449 [pdf, other]

Title: Research and application of time series algorithms in centralized purchasing data

Yun Bai, Suling Jia, Xixi Li

Subjects: Artificial Intelligence (cs.AI)

[3] arXiv:1911.00492 [pdf, other]

Title: Reasoning Over Paths via Knowledge Base Completion

Saatviga Sudhahar, Ian Roberts, Andrea Pierleoni

Comments: Submitted at the TextGraphs2019 Workshop at EMNLP 2019 Conference

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[4] arXiv:1911.00497 [pdf, other]

Title: A Narration-based Reward Shaping Approach using Grounded Natural Language Commands

Nicholas Waytowich, Sean L. Barton, Vernon Lawhern, Garrett Warnell

Comments: Presented at the Imitation, Intent and Interaction (I3) workshop, ICML 2019. arXiv admin note: substantial text overlap with arXiv:1906.02671

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)

[5] arXiv:1911.00598 [pdf, other]

Title: SHACL Constraints with Inference Rules

Paolo Pareti, George Konstantinidis, Timothy J. Norman, Murat Şensoy

Journal-ref: In International Semantic Web Conference, pp. 539-557. Springer, Cham, 2019

Subjects: Artificial Intelligence (cs.AI); Databases (cs.DB)

[6] arXiv:1911.00786 [pdf, other]

Title: Ethical Dilemmas in Strategic Games

Pavel Naumov, Rui-Jie Yew

Comments: Proceedings of 35th AAAI Conference on Artificial Intelligence (AAAI 21), February 2-9, 2021

Subjects: Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT); Logic in Computer Science (cs.LO)

[7] arXiv:1911.00850 [pdf, other]

Title: Scene Graph based Image Retrieval -- A case study on the CLEVR Dataset

Sahana Ramnath, Amrita Saha, Soumen Chakrabarti, Mitesh M. Khapra

Comments: 3 pages including references, Accepted at the ICCV 2019 Workshop - 'Linguistics Meets Image and Video Retrieval' (received Best Paper Award)

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

[8] arXiv:1911.00914 [pdf, other]

Title: Potential Applications of Machine Learning at Multidisciplinary Medical Team Meetings

Bridget Kane, Jing Su, Saturnino Luz

Comments: 5 pages

Subjects: Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)

[9] arXiv:1911.01072 [pdf, other]

Title: Wearable Affective Life-Log System for Understanding Emotion Dynamics in Daily Life

Byung Hyung Kim, Sungho Jo

Subjects: Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Neural and Evolutionary Computing (cs.NE)

[10] arXiv:1911.01156 [pdf, other]

Title: AAAI FSS-19: Artificial Intelligence in Government and Public Sector Proceedings

Frank Stein, Alun Preece

Comments: Post-symposium proceedings including 18 papers

Subjects: Artificial Intelligence (cs.AI)

[11] arXiv:1911.01157 [pdf, other]

Title: REMI: Mining Intuitive Referring Expressions on Knowledge Bases

Luis Galárraga, Julien Delaunay, Jean-Louis Dessalles

Subjects: Artificial Intelligence (cs.AI)

[12] arXiv:1911.01417 [pdf, other]

Title: Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards

Alexander Trott, Stephan Zheng, Caiming Xiong, Richard Socher

Comments: NeurIPS 2019

Subjects: Artificial Intelligence (cs.AI)

[13] arXiv:1911.01547 [pdf, other]

Title: On the Measure of Intelligence

François Chollet

Subjects: Artificial Intelligence (cs.AI)

[14] arXiv:1911.01774 [pdf, other]

Title: Efficient Multi-robot Exploration via Multi-head Attention-based Cooperation Strategy

Shuqi Liu, Zhaoxia Wu

Subjects: Artificial Intelligence (cs.AI); Robotics (cs.RO)

[15] arXiv:1911.01875 [pdf, other]

Title: Metrology for AI: From Benchmarks to Instruments

Chris Welty, Praveen Paritosh, Lora Aroyo

Subjects: Artificial Intelligence (cs.AI)

[16] arXiv:1911.01917 [pdf, other]

Title: Scenarios and Recommendations for Ethical Interpretive AI

John Licato, Zaid Marji, Sophia Abraham

Comments: To appear in the Proceedings of the Human-Centered AI: Trustworthiness of AI Models & Data (HAI) track at AAAI Fall Symposium, DC, November 7-9, 2019

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[17] arXiv:1911.02065 [pdf, other]

Title: A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving

Maxwell Crouse, Ibrahim Abdelaziz, Bassem Makni, Spencer Whitehead, Cristina Cornelio, Pavan Kapanipathi, Kavitha Srinivas, Veronika Thost, Michael Witbrock, Achille Fokoue

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

[18] arXiv:1911.02085 [pdf, other]

Title: Path-Based Contextualization of Knowledge Graphs for Textual Entailment

Kshitij Fadnis, Kartik Talamadupula, Pavan Kapanipathi, Haque Ishfaq, Salim Roukos, Achille Fokoue

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[19] arXiv:1911.02168 [pdf, other]

Title: CoKE: Contextualized Knowledge Graph Embedding

Quan Wang, Pingping Huang, Haifeng Wang, Songtai Dai, Wenbin Jiang, Jing Liu, Yajuan Lyu, Yong Zhu, Hua Wu

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[20] arXiv:1911.02224 [pdf, other]

Title: A Latent Feelings-aware RNN Model for User Churn Prediction with Behavioral Data

Meng Xi, Zhiling Luo, Naibo Wang, Jianwei Yin

Subjects: Artificial Intelligence (cs.AI)

[21] arXiv:1911.02268 [pdf, other]

Title: Robot navigation and target capturing using nature-inspired approaches in a dynamic environment

Devansh Verma, Priyansh Saxena, Ritu Tiwari

Comments: 8 pages, 8 figures

Subjects: Artificial Intelligence (cs.AI); Robotics (cs.RO)

[22] arXiv:1911.02524 [pdf, other]

Title: A Spoken Dialogue System for Spatial Question Answering in a Physical Blocks World

Georgiy Platonov, Benjamin Kane, Aaron Gindi, Lenhart K. Schubert

Comments: 9 pages (with references), 2 figures

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)

[23] arXiv:1911.02887 [pdf, other]

Title: Hierarchical Finite State Controllers for Generalized Planning

Javier Segovia-Aguas, Sergio Jiménez, Anders Jonsson

Comments: IJCAI-16 Distinguished Paper Awards, 7 pages

Subjects: Artificial Intelligence (cs.AI)

[24] arXiv:1911.03020 [pdf, other]

Title: A Human-in-the-loop Framework to Construct Context-aware Mathematical Notions of Outcome Fairness

Mohammad Yaghini, Andreas Krause, Hoda Heidari

Comments: In the forth AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES-2021)

Subjects: Artificial Intelligence (cs.AI); Computers and Society (cs.CY)

[25] arXiv:1911.03124 [pdf, other]

Title: A Cooperative Coordination Solver for Travelling Thief Problems

Majid Namazi, Conrad Sanderson, M.A. Hakim Newton, Abdul Sattar

Subjects: Artificial Intelligence (cs.AI); Optimization and Control (math.OC)

[26] arXiv:1911.03216 [pdf, other]

Title: AI Ethics for Systemic Issues: A Structural Approach

Agnes Schim van der Loeff, Iggy Bassi, Sachin Kapila, Jevgenij Gamper

Journal-ref: NeurIPS AI for Social Good 2019

Subjects: Artificial Intelligence (cs.AI); Computers and Society (cs.CY)

[27] arXiv:1911.03388 [pdf, other]

Title: A different take on the best-first game tree pruning algorithms

Ishan Srivastava

Subjects: Artificial Intelligence (cs.AI)

[28] arXiv:1911.03977 [pdf, other]

Title: Multimodal Intelligence: Representation Learning, Information Fusion, and Applications

Chao Zhang, Zichao Yang, Xiaodong He, Li Deng

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

[29] arXiv:1911.04021 [pdf, other]

Title: DRiLLS: Deep Reinforcement Learning for Logic Synthesis

Abdelrahman Hosny, Soheil Hashemi, Mohamed Shalan, Sherief Reda

Comments: ASPDAC'2020

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

[30] arXiv:1911.04266 [pdf, other]

Title: (When) Is Truth-telling Favored in AI Debate?

Vojtěch Kovařík, Ryan Carey

Comments: In SafeAI Workshop at AAAI, 2019

Subjects: Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT)

[31] arXiv:1911.04326 [pdf, other]

Title: ASP-Core-2 Input Language Format

Francesco Calimeri, Wolfgang Faber, Martin Gebser, Giovambattista Ianni, Roland Kaminski, Thomas Krennwallner, Nicola Leone, Marco Maratea, Francesco Ricca, Torsten Schaub

Journal-ref: Theory and Practice of Logic Programming 20 (2020) 294-309

Subjects: Artificial Intelligence (cs.AI); Logic in Computer Science (cs.LO)

[32] arXiv:1911.04400 [pdf, other]

Title: Driving Reinforcement Learning with Models

Meghana Rathi, Pietro Ferraro, Giovanni Russo

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

[33] arXiv:1911.04710 [pdf, other]

Title: Aplib: Tactical Programming of Intelligent Agents

I. S. W. B. Prasetya

Subjects: Artificial Intelligence (cs.AI); Programming Languages (cs.PL)

[34] arXiv:1911.04743 [pdf, other]

Title: Network Creation Games with Local Information and Edge Swaps

Shotaro Yoshimura, Yukiko Yamauchi

Subjects: Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC); Computer Science and Game Theory (cs.GT)

[35] arXiv:1911.04766 [pdf, html, other]

Title: Investigating Constraint Programming and Hybrid Methods for Real World Industrial Test Laboratory Scheduling

Tobias Geibinger, Florian Mischek, Nysret Musliu

Subjects: Artificial Intelligence (cs.AI)

[36] arXiv:1911.04863 [pdf, other]

Title: OntoScene, A Logic-based Scene Interpreter: Implementation and Application in the Rock Art Domain

Daniela Briola, Viviana Mascardi, Massimiliano Gioseffi

Comments: Under consideration in Theory and Practice of Logic Programming (TPLP)

Subjects: Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Logic in Computer Science (cs.LO); Multiagent Systems (cs.MA)

[37] arXiv:1911.04868 [pdf, other]

Title: Challenging On Car Racing Problem from OpenAI gym

Changmao Li

Subjects: Artificial Intelligence (cs.AI)

[38] arXiv:1911.04869 [pdf, other]

Title: Extending Causal Models from Machines into Humans

Severin Kacianka (TU Munich), Amjad Ibrahim (TU Munich), Alexander Pretschner (TU Munich), Alexander Trende (Offis), Andreas Lüdtke (Offis)

Comments: In Proceedings CREST 2019, arXiv:1910.13641

Journal-ref: EPTCS 308, 2019, pp. 17-31

Subjects: Artificial Intelligence (cs.AI)

[39] arXiv:1911.04870 [pdf, other]

Title: Network Classifiers With Output Smoothing

Elsa Rizk, Roula Nassif, Ali H. Sayed

Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multiagent Systems (cs.MA); Machine Learning (stat.ML)

[40] arXiv:1911.04871 [pdf, other]

Title: On the Computational Complexity of Multi-Agent Pathfinding on Directed Graphs

Bernhard Nebel

Journal-ref: ICAPS 2020: 212-216

Subjects: Artificial Intelligence (cs.AI); Computational Complexity (cs.CC)

[41] arXiv:1911.04873 [pdf, other]

Title: Can Neural Networks Learn Symbolic Rewriting?

Bartosz Piotrowski, Josef Urban, Chad E. Brown, Cezary Kaliszyk

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)

[42] arXiv:1911.04888 [pdf, other]

Title: Comparing Efficiency of Expert Data Aggregation Methods

Sergii Kadenko, Vitaliy Tsyganok

Comments: 16 pages, 6 figures, 5 tables

Subjects: Artificial Intelligence (cs.AI)

[43] arXiv:1911.05010 [pdf, other]

Title: Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning

Tianyu Li, Bogdan Mazoure, Doina Precup, Guillaume Rabusseau

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

[44] arXiv:1911.05013 [pdf, other]

Title: EDUQA: Educational Domain Question Answering System using Conceptual Network Mapping

Abhishek Agarwal, Nikhil Sachdeva, Raj Kamal Yadav, Vishaal Udandarao, Vrinda Mittal, Anubha Gupta, Abhinav Mathur

Comments: Published in the 44th International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2019

Journal-ref: IEEE ICASSP (2019) 8137-8141

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)

[45] arXiv:1911.05041 [pdf, other]

Title: Some Considerations and a Benchmark Related to the CNF Property of the Koczy-Hirota Fuzzy Rule Interpolation

Maen Alzubi, Szilveszter Kovacs

Journal-ref: International Journal on Advanced Science, Engineering and Information Technology 2019. Vol.9. No 5

Subjects: Artificial Intelligence (cs.AI)

[46] arXiv:1911.05499 [pdf, other]

Title: HDDL -- A Language to Describe Hierarchical Planning Problems

D. Höller, G. Behnke, P. Bercher, S. Biundo, H. Fiorino, D. Pellier, R. Alford

Comments: International Workshop on HTN Planning (ICAPS), 2019

Subjects: Artificial Intelligence (cs.AI)

[47] arXiv:1911.05876 [pdf, other]

Title: Partial-Order, Partially-Seen Observations of Fluents or Actions for Plan Recognition as Planning

Jennifer M. Nelson, Rogelio E. Cardona-Rivera

Subjects: Artificial Intelligence (cs.AI)

[48] arXiv:1911.05885 [pdf, other]

Title: Deception through Half-Truths

Andrew Estornell, Sanmay Das, Yevgeniy Vorobeychik

Subjects: Artificial Intelligence (cs.AI); Multiagent Systems (cs.MA)

[49] arXiv:1911.05889 [pdf, other]

Title: Generating Persona Consistent Dialogues by Exploiting Natural Language Inference

Haoyu Song, Wei-Nan Zhang, Jingwen Hu, Ting Liu

Comments: AAAI20. Update code links

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[50] arXiv:1911.06198 [pdf, other]

Title: Election Manipulation on Social Networks: Seeding, Edge Removal, Edge Addition

Matteo Castiglioni, Nicola Gatti, Giulia Landriani, Diodato Ferraioli

Comments: arXiv admin note: text overlap with arXiv:1902.03779

Subjects: Artificial Intelligence (cs.AI); Social and Information Networks (cs.SI)