Visualizing the Loss Landscape of Actor Critic Methods with Applications in Inventory Optimization

Recep Yusuf Bekci, Mehmet Gümüş

Continuous control is a widely applicable area of reinforcement learning. The main players of this area are actor-critic methods that utilize policy gradients of neural approximato…