Evidence on the Regularisation Properties of Maximum-Entropy Reinforcement Learning

Rémy Hosseinkhan-Boucher, Onofrio Semeraro, Lionel Mathelin

The generalisation and robustness properties of policies learnt through Maximum-Entropy Reinforcement Learning are investigated on chaotic dynamical systems with Gaussian noise on…