Nathan P. Lawrence

A view on learning robust goal-conditioned value functions: Interplay between RL and MPC

2025 · arXiv (Cornell University)

Reinforcement learning (RL) and model predictive control (MPC) offer a wealth of distinct approaches for automatic decision-making under uncertainty. Given the impact both fields have had independently across numerous domains, there is growing interest in …