Sungwoon Kim

Mitigating Adversarial Perturbations for Deep Reinforcement Learning via Vector Quantization

Recent studies reveal that well-performing reinforcement learning (RL) agents in training often lack resilience against adversarial perturbations during deployment. This highlights the importance of building a robust agent before deploying it in the real world. Most prior works focus on developing r…