Kei Takaya

NFPDE: Normalizing Flow-based Parameter Distribution Estimation for Offline Adaptive Domain Randomization

Reinforcement learning with domain randomization (DR) has been proposed as a promising approach for learning robust policies to environmental changes. However, for DR to work well in real-world environments, it is necessary to design appropriate DR distributions for model parameters. This paper prop…