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epistemic-bellman-operators

Epistemic Bellman Operators; code underlying the dissertation ‘Bayesian Model-Free Deep Reinforcement Learning’

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contributor

Description

Code underlying dissertation work "Bayesian Model-Free Deep Reinforcement Learning". This data set contains code for reproducing the experiments conducted in the chapter "Epistemic Bellman Operators", with the goal of validating the mathematical theory in the chapter. The code has no applications other than supporting the mathematical theory.

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Keywords
Bayesian modelling
Deep Reinforcement Learning (DRL)
dynamic programming
Machine Learning (ML)
Uncertainty Quantification
Programming languages
License
  • MIT
</>Source code
Packages
data.4tu.nl

Reference papers

Contributors

PvdV
Pascal van der Vaart

Member of community

4TU