EfficientTDMPC: Improved MPC Objectives for Sample-Efficient Continuous Control

Thomas Evers, Cristian Meo, Wendelin Bohmer +2

We introduce EfficientTDMPC, a sample-efficient model-based reinforcement learning method for continuous control built on the TD-MPC family of algorithms. Central to this family is…