Real-time System Control with Deep Reinforcement Learning

We reproduce the Deep Deterministic Policy Gradient algorithm presented in the paper Continuous Control With Deep Reinforcement Learning to verify its results. We also strive to explain the necessary machine learning framework needed to understand the algorithm. It is a model-free, actor-critic algo...

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Bibliographic Details
Main Authors: Gybäck, Gustav, Röstlund, Fredrik
Format: Others
Language:English
Published: KTH, Skolan för teknikvetenskap (SCI) 2018
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-230728