Yuki Tsuchiya

Online Adaptation of Learned Vehicle Dynamics Model with Meta-Learning Approach

We represent a vehicle dynamics model for autonomous driving near the limits of handling via a multilayer neural network. Online adaptation is desirable in order to address unseen environments. However, the model needs to adapt to new environments without forgetting previously encountered ones. In t…