Neural ODE and SDE Models for Adaptation and Planning in Model-Based Reinforcement Learning

Chao Han, Stefanos Ioannou, Luca Manneschi +4

We investigate neural ordinary and stochastic differential equations (neural ODEs and SDEs) to model stochastic dynamics in fully and partially observed environments within a model…