Artificial Intelligence

Authors and titles for cs.AI in May 2023, skipping first 25

[26]  arXiv:2305.02471 [pdf, other]

Title: Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain

Authors: Fatemeh Shiri, Teresa Wang, Shirui Pan, Xiaojun Chang, Yuan-Fang Li, Reza Haffari, Van Nguyen, Shuang Yu

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

[27]  arXiv:2305.02485 [src]

Title: How to Use Reinforcement Learning to Facilitate Future Electricity Market Design? Part 1: A Paradigmatic Theory

Authors: Ziqing Zhu, Siqi Bu, Ka Wing Chan, Bin Zhou, Shiwei Xia

Comments: It is old version with mistakes

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

[28]  arXiv:2305.02739 [pdf, ps, other]

Title: Human Values in Multiagent Systems

Authors: Nardine Osman, Mark d'Inverno

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

[29]  arXiv:2305.02748 [pdf, other]

Title: A computational framework of human values for ethical AI

Authors: Nardine Osman, Mark d'Inverno

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

[30]  arXiv:2305.02805 [pdf, other]

Title: Local Optima Correlation Assisted Adaptive Operator Selection

Authors: Jiyuan Pei, Hao Tong, Jialin Liu, Yi Mei, Xin Yao

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

[31]  arXiv:2305.03143 [pdf, other]

Title: Towards Invertible Semantic-Preserving Embeddings of Logical Formulae

Authors: Gaia Saveri, Luca Bortolussi

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

[32]  arXiv:2305.03403 [pdf, other]

Title: Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering

Authors: Noah Hollmann, Samuel Müller, Frank Hutter

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

[33]  arXiv:2305.03411 [pdf, other]

Title: Assessing Trustworthiness of Autonomous Systems

Authors: Gregory Chance, Dhaminda B. Abeywickrama, Beckett LeClair, Owen Kerr, Kerstin Eder

Comments: 13 pages, 5 figures, 1 table

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

[34]  arXiv:2305.03433 [pdf, other]

Title: Towards Applying Powerful Large AI Models in Classroom Teaching: Opportunities, Challenges and Prospects

Authors: Kehui Tan, Tianqi Pang, Chenyou Fan, Song Yu

Comments: 16 pages, 2 figures

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

[35]  arXiv:2305.03632 [pdf, other]

Title: Improving LaCAM for Scalable Eventually Optimal Multi-Agent Pathfinding

Authors: Keisuke Okumura

Comments: to be presented at IJCAI-23

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

[36]  arXiv:2305.03662 [pdf, other]

Title: Causal Discovery with Stage Variables for Health Time Series

Authors: Bharat Srikishan, Samantha Kleinberg

Subjects: Artificial Intelligence (cs.AI); Methodology (stat.ME)

[37]  arXiv:2305.03731 [pdf, other]

Title: Working Memory Capacity of ChatGPT: An Empirical Study

Authors: Dongyu Gong, Xingchen Wan, Dingmin Wang

Comments: Accepted at the 38th AAAI Conference on Artificial Intelligence (AAAI-24)

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Neurons and Cognition (q-bio.NC)

[38]  arXiv:2305.03735 [pdf, other]

Title: Stackelberg Games for Learning Emergent Behaviors During Competitive Autocurricula

Authors: Boling Yang, Liyuan Zheng, Lillian J. Ratliff, Byron Boots, Joshua R. Smith

Subjects: Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT); Multiagent Systems (cs.MA); Robotics (cs.RO)

[39]  arXiv:2305.03742 [pdf, other]

Title: Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming

Authors: Hanlin Zhang, Jiani Huang, Ziyang Li, Mayur Naik, Eric Xing

Comments: ACL 2023 Findings

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

[40]  arXiv:2305.04034 [pdf, other]

Title: Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport

Authors: Zihao Wang, Weizhi Fei, Hang Yin, Yangqiu Song, Ginny Y. Wong, Simon See

Comments: Findings in ACL 2023. 16 pages, 6 figures, and 8 tables. Our implementation can be found at this https URL

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

[41]  arXiv:2305.04073 [pdf, other]

Title: Explaining RL Decisions with Trajectories

Authors: Shripad Vilasrao Deshmukh, Arpan Dasgupta, Balaji Krishnamurthy, Nan Jiang, Chirag Agarwal, Georgios Theocharous, Jayakumar Subramanian

Comments: Published at International Conference on Learning Representations (ICLR), 2023

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

[42]  arXiv:2305.04134 [src]

Title: Artificial Neuropsychology: Are Large Language Models Developing Executive Functions?

Authors: Hernan Ceferino Vazquez

Comments: The article on ArXiv is a translation of the original Spanish work. Upon review, we realized that crucial nuances and details were lost or misrepresented in the translation, affecting the results and conclusions

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

[43]  arXiv:2305.04154 [pdf, ps, other]

Title: Score: A Rule Engine for the Scone Knowledge Base System

Authors: Jeffrey Chen, Scott E. Fahlman

Comments: 32 pages, 9 figures

Subjects: Artificial Intelligence (cs.AI); Symbolic Computation (cs.SC)

[44]  arXiv:2305.04180 [pdf, other]

Title: Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity

Authors: Jinghao Xin, Jinwoo Kim, Zhi Li, Ning Li

Comments: 15 pages

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

[45]  arXiv:2305.04312 [pdf, ps, other]

Title: The Human-or-Machine Matter: Turing-Inspired Reflections on an Everyday Issue

Authors: David Harel, Assaf Marron

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

[46]  arXiv:2305.04315 [pdf, ps, other]

Title: A Framework for Characterizing Novel Environment Transformations in General Environments

Authors: Matthew Molineaux, Dustin Dannenhauer, Eric Kildebeck

Subjects: Artificial Intelligence (cs.AI)

[47]  arXiv:2305.04357 [pdf, ps, other]

Title: Quantifying Consistency and Information Loss for Causal Abstraction Learning

Authors: Fabio Massimo Zennaro, Paolo Turrini, Theodoros Damoulas

Comments: 9 pages, 9 pages appendix, 2 figures, IJCAI 2023

Subjects: Artificial Intelligence (cs.AI)

[48]  arXiv:2305.04400 [pdf, ps, other]

Title: Do Large Language Models Show Decision Heuristics Similar to Humans? A Case Study Using GPT-3.5

Authors: Gaurav Suri, Lily R. Slater, Ali Ziaee, Morgan Nguyen

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Neurons and Cognition (q-bio.NC)

[49]  arXiv:2305.04408 [pdf, ps, other]

Title: A-ePA*SE: Anytime Edge-Based Parallel A* for Slow Evaluations

Authors: Hanlan Yang, Shohin Mukherjee, Maxim Likhachev

Comments: Proceedings of the International Symposium on Combinatorial Search (SoCS) 2023. arXiv admin note: text overlap with arXiv:2301.10347

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

[50]  arXiv:2305.04475 [pdf, ps, other]

Title: Adaptive Learning Path Navigation Based on Knowledge Tracing and Reinforcement Learning

Authors: Jyun-Yi Chen, Saeed Saeedvand, I-Wei Lai

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