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Synchronous Reinforcement Learning-Based Control for Cognitive Autonomy

af Kyriakos G. Vamvoudakis

indgår i Foundations and Trends (R) in Systems and Control serien

Synchronous Reinforcement Learning-Based Control for Cognitive Autonomy af Kyriakos G. Vamvoudakis
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Describes the use of principles of reinforcement learning (RL) to design feedback policies for continuous-time dynamical systems that combine features of adaptive control and optimal control. The authors give an insightful introduction to reinforcement learning techniques that can address various control problems.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781680837445
  • Indbinding:
  • Paperback
  • Sideantal:
  • 186
  • Udgivet:
  • 12. november 2020
  • Størrelse:
  • 156x234x0 mm.
  • Vægt:
  • 270 g.
  • 2-3 uger.
  • 26. november 2024

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Describes the use of principles of reinforcement learning (RL) to design feedback policies for continuous-time dynamical systems that combine features of adaptive control and optimal control. The authors give an insightful introduction to reinforcement learning techniques that can address various control problems.

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