Stable and Safe Reinforcement Learning via a Barrier-Lyapunov Actor-Critic Approach

Liqun Zhao, Konstantinos Gatsis, Antonis Papachristodoulou

Reinforcement learning (RL) has demonstrated impressive performance in various areas such as video games and robotics. However, ensuring safety and stability, which are two critica…