IQL-TD-MPC: Implicit Q-Learning for Hierarchical Model Predictive Control

Rohan Chitnis, Yingchen Xu, Bobak Hashemi +4

Model-based reinforcement learning (RL) has shown great promise due to its sample efficiency, but still struggles with long-horizon sparse-reward tasks, especially in offline setti…