Scenario Generation for Risk-Aware Reinforcement Learning with Probably Approximately Safe Guarantees

Mohit Prashant, Arvind Easwaran

Guaranteeing safety is critical to the deployment of reinforcement learning (RL) agents in the real-world, especially as policies learned using deep RL may demonstrate susceptibili…