Learning from Less: SINDy Surrogates in RL

Aniket Dixit, Muhammad Ibrahim Khan, Faizan Ahmed +1

This paper introduces an approach for developing surrogate environments in reinforcement learning (RL) using the Sparse Identification of Nonlinear Dynamics (SINDy) algorithm. We d…