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Autor:
Quer, Jannes, Borrell, Enric Ribera
In this paper the connection between stochastic optimal control and reinforcement learning is investigated. Our main motivation is to apply importance sampling to sampling rare events which can be reformulated as an optimal control problem. By using
Externí odkaz:
http://arxiv.org/abs/2211.02474
Sampling rare events in metastable dynamical systems is often a computationally expensive task and one needs to resort to enhanced sampling methods such as importance sampling. Since we can formulate the problem of finding optimal importance sampling
Externí odkaz:
http://arxiv.org/abs/2206.06628
Akademický článek
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Autor:
Quer, Jannes
The behaviour of molecules is determined by rare events and these rare events matter. For example, a large conformational change in a molecule can lead to complete different behaviour of this molecule. But these rare events also affect the numerical
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______4732::30e2d5ad0b77781fd274a1fa699eedf5
https://refubium.fu-berlin.de/handle/fub188/23339
https://refubium.fu-berlin.de/handle/fub188/23339