Privacy-Constrained Policies via Mutual Information Regularized Policy Gradients

Chris Cundy, Rishi Desai, Stefano Ermon

As reinforcement learning techniques are increasingly applied to real-world decision problems, attention has turned to how these algorithms use potentially sensitive information. W…