Dynamics Underneath Symbols
A Case Study in Autonomous Agents
p. 187-200
Abstract
Our cognition is structuring the informational layer, consisting of perception, anticipation, and action, and it should also be sustained on a physical basis. In this paper, we aim to explore the relationship between the informational layer and the physical layer from a dynamical systems point of view. As an example, the fluctuation of choice is investigated by using a simulated agent. By setting a T-maze, the agent should choose one arm of the maze if a corresponding token is presented. We prepared two types of tokens, corresponding to the left and right arm of the maze. After training the network of the agent to successfully choose the corresponding arm, we presented two tokens simultaneously to the agent and observed its behavior. As a result, we found several behaviours, which are difficult to speculate on from a case in which only a single token is presented to the agent. Detailed analyses and the implications of the model are discussed.
Index
Text
References
Bibliographical reference
Kohei Nakajima, « Dynamics Underneath Symbols », CASYS, 28 | 2014, 187-200.
Electronic reference
Kohei Nakajima, « Dynamics Underneath Symbols », CASYS [Online], 28 | 2014, Online since 10 October 2024, connection on 14 November 2024. URL : http://popups.lib.uliege.be/1373-5411/index.php?id=4410
Author
Kohei Nakajima
Artificial Intelligence Laboratory, Department of Informatics, University of Zurich