Robust Adversarial Reinforcement Learning with Risk Sensitivity and Critic Consistency Regularization

Jiaxi Wu, Tiantian Zhang, Yuxing Wang +2

Reinforcement learning (RL) achieves strong performance in sequential decision-making but remains brittle under dynamic uncertainty and distributional shifts. Robust Adversarial Re…