Jihwan Jeong
Jihwan Jeong
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Reparameterization trick
A Distributional Framework for Risk-Sensitive End-to-End Planning in Continuous MDPs
End-to-end planning framework for risk-sensitive planning under stochastic environments by backpropagating through a model of the environment. The core idea is to use reparameterization of the state distribution, leading to a unique distributional perspective of end-to-end planning where the return distribution is utilized for sampling as well as optimizing risk-aware objectives by backpropagation in a unified framework.
Noah Patton
,
Jihwan Jeong
,
Mike Gimelfarb
,
Scott Sanner
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