Abstract
Many common tasks require or are made more efficient by coordinating with others. In this paper we investigate the coordination dynamics of a joint action pick-and-place task in order to identify the behavioral dynamics that underlie the emergence of human coordination. More precisely, we introduce a task dynamics approach for modeling multi-agent interaction in a continuous pick-and-place task where two agents must decide to work together or alone to move an object from one location to another. Our aims in the current paper are to identify and model (1) the relevant affordance dynamics that underlie the selection of the different action modes required by the task and (2) the trajectory dynamics of each actor's hand movements when moving to grasp, relocate, or pass the object. We demonstrate that the emergence of successful coordination can be characterized in terms of behavioral dynamics models which may have applications for artificial agent design.
| Original language | English |
|---|---|
| Title of host publication | CogSci 2017: Computational foundations of cognition |
| Subtitle of host publication | Proceedings of the 39th Annual Meeting of the Cognitive Science Society |
| Place of Publication | Austin, Texas |
| Publisher | The Cognitive Science Society |
| Pages | 2506-2511 |
| Number of pages | 6 |
| ISBN (Electronic) | 9780991196760 |
| Publication status | Published - 2017 |
| Externally published | Yes |
| Event | Annual Meeting of the Cognitive Science Society (39th : 2017) - London, United Kingdom Duration: 26 Jul 2017 → 29 Jul 2017 |
Conference
| Conference | Annual Meeting of the Cognitive Science Society (39th : 2017) |
|---|---|
| Country/Territory | United Kingdom |
| City | London |
| Period | 26/07/17 → 29/07/17 |
Keywords
- affordances
- behavioral dynamics
- decisions
- dynamical modeling
- dynamical systems theory
- joint action
- multi-agent coordination
- pick-and-place
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