|  | Vol-3400 urn:nbn:de:0074-3400-9 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# AIC 2022
Artificial Intelligence and Cognition 2022

### Proceedings of the 8th International Workshop on Artificial Intelligence and Cognition

### Örebro, Sweden, 15-17 June, 2022.

Edited by

### Hadi Banaee °
Amy Loutfi °
Alessandro Saffiotti °
Antonio Lieto ^ **

° University of Örebro, Sweden
^ University of Turin, Italy
** ICAR-CNR, Italy

## Table of Contents

- Preface
  Summary: There were 37 papers submitted for peer-review to this workshop. Out of these, 21 papers were accepted for this volume, 8 as regular papers and 13 as short papers.

### Invited Talks

- Future Action Models for AI-powered and Cognitively-enabled Robots
  Michael Beetz, University of Bremen, Germany
- Hybrid, Explanatory, Interactive Machine Learning - Towards Trustworthy Human-AI Partnerships
  Ute Schmid, University of Bamberg, Germany
- Explanation and Rationality in Models of Language
  Kees van Deemter, Utrecht University, Netherlands

### Long Papers

- A Spatial Reasoning Framework for Commonsense Reasoning in Visually Intelligent Agents 1-16
  Agnese Chiatti, Gianluca Bardaro, Enrico Motta, Enrico Daga
- Experimental Design and Facets of Evidence for Computational Theory of Mind 17-29
  Joel Michelson, Deepayan Sanyal, James Ainooson, Yuan Yang, Maithilee Kunda
- Inherently Interpretable Knowledge Representation for a Trustworthy Artificially Intelligent Agent Teaming with Humans in Industrial Environments 30-45
  Vedran Galetíc, Alistair Nottle,
- Generative Logic Models for Data-Based Symbolic Reasoning 46-59
  Hiroyuki Kido
- A Conceptual Chronicle of Solving Raven's Progressive Matrices Computationally 60-78
  Yuan Yang, Deepayan Sanyal, Joel Michelson, James Ainooson, Maithilee Kunda
- Towards Robotic Minds: Dynamic Interpretation and Schemata Recombination 79-92
  Stevan Tomic
- Argumentation and Causal Models in Human-Machine Interaction: A Round Trip 93-106
  Yann Munro, Isabelle Bloch, Mohamed Chetouani, Marie-Jeanne Lesot, Catherine Pelachaud
- Quantifying the Impact of Predicate Similarities on Knowledge Graph Triple Embeddings 107-119
  Alexander Kalinowski, Yuan An

### Short Papers

- Towards Learning Abstractions via Reinforcement Learning 120-126
  Erik Jergéus, Leo Karlsson Oinonen, Emil Carlsson, Moa Johansson
- A Critical Look into Cognitively-inspired Artificial Intelligence 127-133
  Sara Mahmoud, Alice Plebe
- Cognitive Mimetics - SMT Model 134-139
  Antero Karvonen, Pertti Saariluoma
- On Proactive Human-AI Systems 140-146
  Jasmin Grosinger
- The Source of Desire: Personal Identityasa Drive for Agent Behavior 147-155
  Ursula Addison
- Assessing the Time Efficiency of Ethical Algorithms 156-164
  Jakob Stenseke, Christian Balkenius
- Embodied Affordance Grounding using Semantic Simulationsand Neural-Symbolic Reasoning: An Overview of the PlayGround Project 165-171
  Andreas Persson, Amy Loutfi
- Making Sense with Social Robots: Extending the Landscape of Investigation in HRI 172-179
  Valentina Fantasia, Ingar Brinck, Christian Balkenius
- Understanding Eye-tracking in Virtual Reality 180-181
  Maurice Lamb, Estela Pérez Luque, Erik Billing
- Appreciation of Symbolic Attributes in Machine Perception 182-186
  Mohamadreza Faridghasemnia
- A Situation-calculus based Model of Linguistic Context 187-195
  Richard B. Scherl
- Toward An Artificial Cognitive System To Assist Caregivers In Decision-Making For Persons Living With Dementia 196-200
  Wellington P. Ferreira, Walter Teixeira Lima Junior
- Exploring Swedish and English fast Text Embeddings 201-208
  Tosin Adewumi, Foteini Liwicki, Marcus Liwicki

2023-05-18: submitted by Antonio Lieto, metadata incl. bibliographic data published under Creative Commons CC0
2023-05-21: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|