bayesian-deep-networks

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guptav96 / BDQN-PyTorch

Efficient Exploration through Bayesian Deep-Q Networks.

reinforcement-learning deep-learning q-learning pytorch bayesian-deep-networks

Updated Mar 22, 2022
Python

Detailed implementations, Jupyter tutorials and complete packages to implement and test Probabilistic Bayesian Deep Learning models. The repository contains the software implementations of the techniques discussed in the review paper "Shedding light on uncertainties in machine learning: formal derivation and optimal model selection".

deep-learning-tutorial bayesian-deep-learning probabilistic-deep-learning bayesian-deep-networks tutorial-course