An Abstraction-based Method to Check Multi-Agent Deep Reinforcement-Learning Behaviors

no code implementations • 2 Feb 2021 • Pierre El Mqirmi, Francesco Belardinelli, Borja G. León

Multi-agent reinforcement learning (RL) often struggles to ensure the safe behaviours of the learning agents, and therefore it is generally not adapted to safety-critical applications.

Multi-agent Reinforcement Learning reinforcement-learning +1