Search Results for author: Wooseop Hwang

Found 1 papers, 1 papers with code

Generalized Gaussian Temporal Difference Error for Uncertainty-aware Reinforcement Learning

1 code implementation5 Aug 2024 Seyeon Kim, Joonhun Lee, Namhoon Cho, Sungjun Han, Wooseop Hwang

We introduce a novel framework for generalized Gaussian error modeling in deep reinforcement learning to enhance the flexibility of error distribution modeling by incorporating additional higher-order moment, particularly kurtosis, thereby improving the estimation and mitigation of data-dependent aleatoric uncertainty.

continuous-control Continuous Control +2

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