Computational Theory of Mind for Human-Machine Teams: First International Symposium, ToM for Teams 2021, Virtual Event, November 4–6, 2021, Revised Selected PapersThis book constitutes the proceedings of the First International Symposium, ToM for Teams 2021, held in Washington, DC, USA, during November 4–6, 2021, Each chapter in this section tackles a different aspect of AI representing the thoughts and beliefs of human agents. The work presented herein represents our collective efforts to better understand ToM, develop AI with ToM capabilities (ASI), and study how to integrate such systems into human teams. |
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Contents
| 3 | |
Knowledge of Self and Other Within a Broader Commonsense Setting | 21 |
A Systematic Survey | 30 |
Methodological Advances | 51 |
Social Cognition Paradigms ex Machinas | 53 |
Evaluating Artificial Social Intelligence in an Urban Search and Rescue Task Environment | 72 |
Modular Procedural Generation for Voxel Maps | 85 |
Task Complexity and Performance in Individuals and Groups Without Communication | 102 |
Should Agents Have Two Systems to Track Beliefs and BeliefLike States? | 149 |
Sequential Theory of Mind Modeling in Team Search and Rescue Tasks | 158 |
Integrating Machine Learning and Cognitive Modeling of Decision Making | 173 |
Overgenerality from Inference in PerspectiveTaking | 194 |
Tools for Improving ASI | 202 |
Using Features at Multiple Temporal and Spatial Resolutions to Predict Human Behavior in Real Time | 205 |
Route Optimization in Service of a Search and Rescue Artificial Social Intelligence Agent | 220 |
Author Index | 229 |
Implications for HumanMachine Teams | 118 |
Translating and Modeling Human Theory of Mind for ASI | 146 |
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Computational Theory of Mind for Human-Machine Teams: First International ... Nikolos Gurney,Gita Sukthankar No preview available - 2023 |
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Bibliographic information
| Title | Computational Theory of Mind for Human-Machine Teams: First International Symposium, ToM for Teams 2021, Virtual Event, November 4–6, 2021, Revised Selected Papers Volume 13775 of Lecture Notes in Computer Science |
| Editors | Nikolos Gurney, Gita Sukthankar |
| Publisher | Springer Nature, 2023 |
| ISBN | 3031216717, 9783031216718 |
| Length | 229 pages |
| Subjects | › › Computers / Artificial Intelligence / General Computers / Data Science / General Computers / General Computers / Human-Computer Interaction (HCI) Computers / Information Technology Mathematics / Discrete Mathematics Mathematics / Logic |
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