AIC 2022
Artificial Intelligence and Cognition 2022

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