Andrea Marzo

This State Looks Like That: Self-Interpretable Reinforcement Learning Agents using Prototype Soft Actor-Critic

Reinforcement learning (RL) has achieved remarkable success across complex decision-making tasks, especially with the advent of deep neural networks. However, the resulting models are often opaque, making their deployment in safety-critical domains challenging. Explainable AI aims to address this is…