Artificial Intelligence

Authors and titles for cs.AI in Feb 2024

[1]  arXiv:2402.00015 [pdf, other]

Title: Maintaining User Trust Through Multistage Uncertainty Aware Inference

Authors: Chandan Agrawal, Ashish Papanai, Jerome White

Journal-ref: Presented at Deployable AI Workshop at AAAI-2024

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

[2]  arXiv:2402.00041 [pdf, other]

Title: Spatial-temporal-demand clustering for solving large-scale vehicle routing problems with time windows

Authors: Christoph Kerscher, Stefan Minner

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

[3]  arXiv:2402.00042 [pdf, ps, other]

Title: Optimized Task Assignment and Predictive Maintenance for Industrial Machines using Markov Decision Process

Authors: Ali Nasir, Samir Mekid, Zaid Sawlan, Omar Alsawafy

Comments: 19 pages, 11 figures, 3 tables

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

[4]  arXiv:2402.00043 [pdf, other]

Title: Interactive and Intelligent Root Cause Analysis in Manufacturing with Causal Bayesian Networks and Knowledge Graphs

Authors: Christoph Wehner, Maximilian Kertel, Judith Wewerka

Subjects: Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG)

[5]  arXiv:2402.00046 [pdf, ps, other]

Title: Introducing PetriRL: An Innovative Framework for JSSP Resolution Integrating Petri nets and Event-based Reinforcement Learning

Authors: Sofiene Lassoued, Andreas Schwung

Journal-ref: Journal of Manufacturing Systems (2024)

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

[6]  arXiv:2402.00048 [pdf, other]

Title: IICONGRAPH: improved Iconographic and Iconological Statements in Knowledge Graphs

Authors: Bruno Sartini

Comments: 18 pages

Subjects: Artificial Intelligence (cs.AI)

[7]  arXiv:2402.00052 [pdf, other]

Title: Zero-shot Sequential Neuro-symbolic Reasoning for Automatically Generating Architecture Schematic Designs

Authors: Milin Kodnongbua, Lawrence H. Curtis, Adriana Schulz

Subjects: Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Graphics (cs.GR)

[8]  arXiv:2402.00053 [pdf, other]

Title: Are We Wasting Time? A Fast, Accurate Performance Evaluation Framework for Knowledge Graph Link Predictors

Authors: Filip Cornell, Yifei Jin, Jussi Karlgren, Sarunas Girdzijauskas

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

[9]  arXiv:2402.00060 [pdf, other]

Title: Treatment of Epistemic Uncertainty in Conjunction Analysis with Dempster-Shafer Theory

Authors: Luis Sanchez, Massimiliano Vasile, Silvia Sanvido, Klaus Mertz, Christophe Taillan

Comments: 28 pages, 23 figures

Subjects: Artificial Intelligence (cs.AI); Information Theory (cs.IT); Probability (math.PR)

[10]  arXiv:2402.00064 [pdf, ps, other]

Title: Merging plans with incomplete knowledge about actions and goals through an agent-based reputation system

Authors: Javier Carbo, Jose M Molina, Miguel A Patricio

Subjects: Artificial Intelligence (cs.AI)

[11]  arXiv:2402.00065 [pdf, ps, other]

Title: A technical note for the 91-clauses SAT resolution with Indirect QAOA based approach

Authors: Gerard Fleury, Philippe Lacomme

Subjects: Artificial Intelligence (cs.AI); Quantum Physics (quant-ph)

[12]  arXiv:2402.00076 [pdf, ps, other]

Title: Exploitation Strategies in Conditional Markov Chain Search: A case study on the three-index assignment problem

Authors: Sahil Patel, Daniel Karapetyan

Comments: 14 pages

Subjects: Artificial Intelligence (cs.AI)

[13]  arXiv:2402.00083 [pdf, other]

Title: Modeling Access Differences to Reduce Disparity in Resource Allocation

Authors: Kenya Andrews, Mesrob Ohannessian, Tanya Berger-Wolf

Comments: Association for Computing Machinery (2022)

Subjects: Artificial Intelligence (cs.AI)

[14]  arXiv:2402.00262 [pdf, ps, other]

Title: Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective

Authors: Qun Ma, Xiao Xue, Deyu Zhou, Xiangning Yu, Donghua Liu, Xuwen Zhang, Zihan Zhao, Yifan Shen, Peilin Ji, Juanjuan Li, Gang Wang, Wanpeng Ma

Subjects: Artificial Intelligence (cs.AI)

[15]  arXiv:2402.00468 [pdf, other]

Title: RadDQN: a Deep Q Learning-based Architecture for Finding Time-efficient Minimum Radiation Exposure Pathway

Authors: Biswajit Sadhu, Trijit Sadhu, S. Anand

Comments: 12 pages, 7 main figures, code link (GitHub)

Subjects: Artificial Intelligence (cs.AI)

[16]  arXiv:2402.00485 [pdf, other]

Title: A Personalized Framework for Consumer and Producer Group Fairness Optimization in Recommender Systems

Authors: Hossein A. Rahmani, Mohammadmehdi Naghiaei, Yashar Deldjoo

Comments: TORS. arXiv admin note: substantial text overlap with arXiv:2204.08085

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

[17]  arXiv:2402.00491 [pdf, other]

Title: EXMOS: Explanatory Model Steering Through Multifaceted Explanations and Data Configurations

Authors: Aditya Bhattacharya, Simone Stumpf, Lucija Gosak, Gregor Stiglic, Katrien Verbert

Comments: This is a pre-print version only for early release. Please view the conference published version from ACM CHI 2024 to get the latest version of the paper

Journal-ref: Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24), May 11--16, 2024, Honolulu, HI, USA

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

[18]  arXiv:2402.00591 [pdf, other]

Title: Sandra -- A Neuro-Symbolic Reasoner Based On Descriptions And Situations

Authors: Nicolas Lazzari, Stefano De Giorgis, Aldo Gangemi, Valentina Presutti

Subjects: Artificial Intelligence (cs.AI)

[19]  arXiv:2402.00658 [pdf, other]

Title: Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing

Authors: Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty

Comments: 17 pages, 9 figures

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

[20]  arXiv:2402.00715 [pdf, other]

Title: Intent Assurance using LLMs guided by Intent Drift

Authors: Kristina Dzeparoska, Ali Tizghadam, Alberto Leon-Garcia

Subjects: Artificial Intelligence (cs.AI); Networking and Internet Architecture (cs.NI); Methodology (stat.ME)

[21]  arXiv:2402.00738 [pdf, other]

Title: FM3Q: Factorized Multi-Agent MiniMax Q-Learning for Two-Team Zero-Sum Markov Game

Authors: Guangzheng Hu, Yuanheng Zhu, Haoran Li, Dongbin Zhao

Subjects: Artificial Intelligence (cs.AI)

[22]  arXiv:2402.00901 [pdf, ps, other]

Title: Real Sparks of Artificial Intelligence and the Importance of Inner Interpretability

Authors: Alex Grzankowski

Subjects: Artificial Intelligence (cs.AI)

[23]  arXiv:2402.01118 [pdf, other]

Title: PokeLLMon: A Human-Parity Agent for Pokemon Battles with Large Language Models

Authors: Sihao Hu, Tiansheng Huang, Ling Liu

Comments: 10 pages

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

[24]  arXiv:2402.01276 [pdf, other]

Title: Federated Unlearning: a Perspective of Stability and Fairness

Authors: Jiaqi Shao, Tao Lin, Xuanyu Cao, Bing Luo

Subjects: Artificial Intelligence (cs.AI)

[25]  arXiv:2402.01292 [pdf, other]

Title: Towards the New XAI: A Hypothesis-Driven Approach to Decision Support Using Evidence

Authors: Thao Le, Tim Miller, Liz Sonenberg, Ronal Singh

Comments: 26 pages

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