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13 March 2024 Spontaneous emergence of eyes in reinforcement learning agents
Zongfu Yu
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Proceedings Volume PC12903, AI and Optical Data Sciences V; PC129030O (2024) https://doi.org/10.1117/12.3000685
Event: SPIE OPTO, 2024, San Francisco, California, United States
Abstract
A living animal exhibits remarkable ability to survive. It processes sensory input and takes actions to maximize the likelihood of survival. we show that an artificial agent powered by reinforcement learning can also spontaneously develop sensory apparatus. It can build its own bridge to connect the digital world to the physical one. This capability could be used to develop resilient agents that are adaptive in changing environments.
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Zongfu Yu "Spontaneous emergence of eyes in reinforcement learning agents", Proc. SPIE PC12903, AI and Optical Data Sciences V, PC129030O (13 March 2024); https://doi.org/10.1117/12.3000685
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KEYWORDS
Sensory processes
Animals
Bridges
Connectors
Data processing
Education and training
Image processing
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