Learning to learn with active adaptive perception

Increasingly, autonomous agents will be required to operate on long-term missions. This will create a demand for general intelligence because feedback from a human operator may be sparse and delayed, and because not all behaviours can be prescribed. Deep neural networks and reinforcement learning me...

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Veröffentlicht in:	Neural networks 2019-07, Vol.115, p.30-49
Hauptverfasser:	Bossens, D.M., Townsend, N.C., Sobey, A.J.
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive perception Inductive bias Partial observability Reinforcement learning Self-modifying policies
Online-Zugang:	Volltext
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