Safe Exploration for Identifying Linear Systems via Robust Optimization

Tyler Lu, Martin Zinkevich, Craig Boutilier +2

Safely exploring an unknown dynamical system is critical to the deployment of reinforcement learning (RL) in physical systems where failures may have catastrophic consequences. In…