

Choices, Risks, and Reward Reports: Charting Public Policy for Reinforcement Learning Systems
Center for Long-Term Cybersecurity White paper Series
We detail why reinforcement learning systems pose a different type of (dynamic) risks to society. This paper outlines the different types of feedback present in RL systems, the risks they pose, and a path forward for policymakers.