Wasserstein Adaptive Value Estimation for Actor-Critic Reinforcement Learning

Ali Baheri, Zahra Shahrooei, Chirayu Salgarkar

We present Wasserstein Adaptive Value Estimation for Actor-Critic (WAVE), an approach to enhance stability in deep reinforcement learning through adaptive Wasserstein regularizatio…