Enrico Marchesini

Exploring Safer Behaviors for Deep Reinforcement Learning

2022 · Proceedings of the AAAI Conference on Artificial Intelligence

We consider Reinforcement Learning (RL) problems where an agent attempts to maximize a reward signal while minimizing a cost function that models unsafe behaviors. Such formalization is addressed in the literature using constrained optimization on …