Efe Balta

Beyond Domain Randomization: Safety Certificates for Reinforcement Learning

With the growing acceptance of robotics in daily life there is a growing need for certifiably safe control policies. While simulation provides a safe training environment, policies often fail in sim-to-real transfer. We propose a data-driven certification framework for reinforcement learning based o…