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Browsing University of Hertfordshire by Author "Sayama, Hiroki"
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Does Empowerment Maximisation Allow for Enactive Artificial Agents?
Guckelsberger, Christian; Salge, Christoph (MIT Press, 2016-07-01)The enactive AI framework wants to overcome the sense-making limitations of embodied AI by drawing on the bio-systemic foundations of enactive cognitive science. While embodied AI tries to ground meaning in sensorimotor ... -
Evolving spiking neural networks for temporal pattern recognition in the presence of noise
Abdelmotaleb, Ahmed; Davey, N.; Schilstra, M.; Steuber, Volker; Wrobel, Borys (MIT Press, 2014)Nervous systems of biological organisms use temporal patterns of spikes to encode sensory input, but the mechanisms that underlie the recognition of such patterns are unclear. In the present work, we explore how networks ... -
An Informational Study of the Evolution of Codes in Different Population Structures
Burgos, Andrés; Polani, D. (MIT Press, 2014)We consider the problem of the evolution of a code within a structured population of agents. The agents try to maximise their information about their environment by acquiring information from the outputs of other agents ... -
Towards information based space-time patterns as a foundation for agent representation in dynamical systems
Polani, Daniel; Biehl, Martin; Ikegami, Takashi (MIT Press, 2016-07-01)We present some arguments why existing methods for rep- resenting agents fall short in applications crucial to artificial life. Using a thought experiment involving a fictitious dy- namical systems model of the biosphere ...