CACTO-SL: Using Sobolev Learning to improve Continuous Actor-Critic with Trajectory Optimization

Elisa Alboni, Gianluigi Grandesso, Gastone Pietro Rosati Papini +2

Trajectory Optimization (TO) and Reinforcement Learning (RL) are powerful and complementary tools to solve optimal control problems. On the one hand, TO can efficiently compute loc…