Artificial Intelligence

Authors and titles for cs.AI in May 2023

[1]  arXiv:2305.00050 [pdf, other]

Title: Causal Reasoning and Large Language Models: Opening a New Frontier for Causality

Authors: Emre Kıcıman, Robert Ness, Amit Sharma, Chenhao Tan

Comments: 42 pages, 5 figures, working paper (minor changes in v2 to fix typos)

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computers and Society (cs.CY); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG); Methodology (stat.ME)

[2]  arXiv:2305.00304 [pdf, ps, other]

Title: A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality

Authors: Mario Alviano, Francesco Bartoli, Marco Botta, Roberto Esposito, Laura Giordano, Daniele Theseider Dupré

Comments: arXiv admin note: text overlap with arXiv:2106.00390

Subjects: Artificial Intelligence (cs.AI); Logic in Computer Science (cs.LO); Neural and Evolutionary Computing (cs.NE)

[3]  arXiv:2305.00559 [pdf, other]

Title: Automated reasoning support for Standpoint-OWL 2

Authors: Florian Emmrich, Lucía Gómez Álvarez, Hannes Strass

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

[4]  arXiv:2305.00561 [pdf, other]

Title: Model-free Motion Planning of Autonomous Agents for Complex Tasks in Partially Observable Environments

Authors: Junchao Li, Mingyu Cai, Zhen Kan, Shaoping Xiao

Comments: 32 pages, 22 figures, submitted to Autonomous Agents and Multi-Agent Systems

Subjects: Artificial Intelligence (cs.AI); Formal Languages and Automata Theory (cs.FL); Multiagent Systems (cs.MA); Robotics (cs.RO); Systems and Control (eess.SY)

[5]  arXiv:2305.00644 [pdf, other]

Title: Procedural Content Generation via Knowledge Transformation (PCG-KT)

Authors: Anurag Sarkar, Matthew Guzdial, Sam Snodgrass, Adam Summerville, Tiago Machado, Gillian Smith

Comments: 15 pages, 14 figures

Journal-ref: Sarkar, Anurag, et al. "Procedural Content Generation via Knowledge Transformation (PCG-KT)." IEEE Transactions on Games (2023)

Subjects: Artificial Intelligence (cs.AI)

[6]  arXiv:2305.00813 [pdf, other]

Title: Neurosymbolic AI -- Why, What, and How

Authors: Amit Sheth, Kaushik Roy, Manas Gaur

Comments: To appear in IEEE Intelligent Systems

Subjects: Artificial Intelligence (cs.AI)

[7]  arXiv:2305.00931 [pdf, other]

Title: Explanation through Reward Model Reconciliation using POMDP Tree Search

Authors: Benjamin D. Kraske, Anshu Saksena, Anna L. Buczak, Zachary N. Sunberg

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

[8]  arXiv:2305.01063 [pdf, other]

Title: Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making

Authors: Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé

Comments: Proceedings of the 40th International Conference on Machine Learning (2023)

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

[9]  arXiv:2305.01124 [pdf, other]

Title: Human adaptation to adaptive machines converges to game-theoretic equilibria

Authors: Benjamin J. Chasnov, Lillian J. Ratliff, Samuel A. Burden

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

[10]  arXiv:2305.01322 [pdf, other]

Title: An Autonomous Non-monolithic Agent with Multi-mode Exploration based on Options Framework

Authors: JaeYoon Kim, Junyu Xuan, Christy Liang, Farookh Hussain

Comments: IEEE IJCNN 2023

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

[11]  arXiv:2305.01424 [pdf, other]

Title: Uncertain Machine Ethical Decisions Using Hypothetical Retrospection

Authors: Simon Kolker, Louise Dennis, Ramon Fraga Pereira, Mengwei Xu

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

[12]  arXiv:2305.01623 [pdf, other]

Title: Augmented Electronic Ising Machine as an Effective SAT Solver

Authors: Anshujit Sharma, Matthew Burns, Andrew Hahn, Michael Huang

Subjects: Artificial Intelligence (cs.AI); Hardware Architecture (cs.AR); Emerging Technologies (cs.ET)

[13]  arXiv:2305.01721 [pdf, other]

Title: Construction of Decision Trees and Acyclic Decision Graphs from Decision Rule Systems

Authors: Kerven Durdymyradov, Mikhail Moshkov

Comments: arXiv admin note: substantial text overlap with arXiv:2302.07063

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

[14]  arXiv:2305.01898 [pdf, other]

Title: VSRQ: Quantitative Assessment Method for Safety Risk of Vehicle Intelligent Connected System

Authors: Tian Zhang, Wenshan Guan, Hao Miao, Xiujie Huang, Zhiquan Liu, Chaonan Wang, Quanlong Guan, Liangda Fang, Zhifei Duan

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

[15]  arXiv:2305.01899 [pdf, other]

Title: Revolutionizing Agrifood Systems with Artificial Intelligence: A Survey

Authors: Tao Chen, Liang Lv, Di Wang, Jing Zhang, Yue Yang, Zeyang Zhao, Chen Wang, Xiaowei Guo, Hao Chen, Qingye Wang, Yufei Xu, Qiming Zhang, Bo Du, Liangpei Zhang, Dacheng Tao

Comments: Submitted to ACM

Subjects: Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Image and Video Processing (eess.IV)

[16]  arXiv:2305.02058 [pdf, ps, other]

Title: Human Machine Co-adaption Interface via Cooperation Markov Decision Process System

Authors: Kairui Guo, Adrian Cheng, Yaqi Li, Jun Li, Rob Duffield, Steven W. Su

Comments: 11 pages; 4 figures

Subjects: Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Multiagent Systems (cs.MA); Robotics (cs.RO)

[17]  arXiv:2305.02077 [pdf, other]

Title: An Ontology Design Pattern for Role-Dependent Names

Authors: Rushrukh Rayan, Cogan Shimizu, Pascal Hitzler

Comments: 6 pages, 5 Figures

Subjects: Artificial Intelligence (cs.AI)

[18]  arXiv:2305.02131 [pdf, other]

Title: Why Oatmeal is Cheap: Kolmogorov Complexity and Procedural Generation

Authors: Younès Rabii, Michael Cook

Comments: Foundation of Digital Games 2023, Best Paper Award, 11 pages, 4 figures

Journal-ref: Rabii Younes and Michael Cook. "Why Oatmeal is Cheap: Kolmogorov Complexity and Procedural Generation." Proceedings of the 18th International Conference on the Foundations of Digital Games. 2023

Subjects: Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Information Theory (cs.IT)

[19]  arXiv:2305.02171 [pdf, other]

Title: Continual Reasoning: Non-Monotonic Reasoning in Neurosymbolic AI using Continual Learning

Authors: Sofoklis Kyriakopoulos, Artur S. d'Avila Garcez

Comments: 13 pages, 2 figures, to be published in NeSy 2023: 17th International Workshop on Neural-Symbolic Learning and Reasoning

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

[20]  arXiv:2305.02251 [pdf, ps, other]

Title: Automated Scientific Discovery: From Equation Discovery to Autonomous Discovery Systems

Authors: Stefan Kramer, Mattia Cerrato, Sašo Džeroski, Ross King

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

[21]  arXiv:2305.02255 [pdf, other]

Title: Contextual Reasoning for Scene Generation (Technical Report)

Authors: Loris Bozzato, Thomas Eiter, Rafael Kiesel, Daria Stepanova

Comments: Technical Report for Humane-AI micro-project "Multi-Relational Contextual Reasoning for Complex Scene Generation for Autonomous Vehicle Data". 23 pages, 6 figures

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

[22]  arXiv:2305.02305 [pdf, other]

Title: Calibrated Explanations: with Uncertainty Information and Counterfactuals

Authors: Helena Lofstrom, Tuwe Lofstrom, Ulf Johansson, Cecilia Sonstrod

Comments: 19 pages, 6 figures, 3 tables, submitted to journal

Journal-ref: H. Lofstrom, T. Lofstrom, U. Johansson, C. Sonstrod, (2024) Calibrated explanations: With uncertainty information and counterfactuals, Expert Systems with Applications, 123154, ISSN 0957-4174

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

[23]  arXiv:2305.02326 [pdf, ps, other]

Title: Cybernetic Environment: A Historical Reflection on System, Design, and Machine Intelligence

Authors: Zihao Zhang

Comments: 8 pages, theory/history

Journal-ref: JoDLA Journal of Digital Landscape Architecture, 2020

Subjects: Artificial Intelligence (cs.AI); Information Theory (cs.IT); Robotics (cs.RO); Systems and Control (eess.SY)

[24]  arXiv:2305.02327 [pdf, ps, other]

Title: The Future of Artificial Intelligence (AI) and Machine Learning (ML) in Landscape Design: A Case Study in Coastal Virginia, USA

Authors: Zihao Zhang, Ben Bowes

Comments: 8 pages, case study, theory

Journal-ref: Journal of Digital Landscape Architecture, 2019

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

[25]  arXiv:2305.02328 [pdf, ps, other]

Title: Cultivated Wildness: Technodiversity and Wildness in Machines

Authors: Zihao Zhang, Bradley Cantrell

Comments: English/Chinese, 14 pages, 6 figures

Journal-ref: Landscape Architecture Frontiers, 2021

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