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A Differentiable Physics Engine for Deep Learning in Robotics

An important field in robotics is the optimization of controllers. Currently, robots are often treated as a black box in this optimization process, which is the reason why derivative-free optimization methods such as evolutionary algorithms or reinforcement learning are omnipresent. When gradient-ba...

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Podrobná bibliografie
Vydáno v:Front Neurorobot
Hlavní autoři: Degrave, Jonas, Hermans, Michiel, Dambre, Joni, wyffels, Francis
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6416213/
https://ncbi.nlm.nih.gov/pubmed/30899218
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnbot.2019.00006
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