Elisa Alboni

CACTO: Continuous Actor-Critic With Trajectory Optimization - Towards Global Optimality

This letter presents a novel algorithm for the continuous control of dynamical systems that combines Trajectory Optimization (TO) and Reinforcement Learning (RL) in a single framework. The motivations behind this algorithm are the two main limitations of TO and RL when applied to continuous nonlinea