The suppressing errors on real quantum computers webinar explores how quantum control can improve the performance of quantum computing hardware - in the lab or in the cloud. The presentation introduces how to create error-robust quantum logic, and implement solutions on IBM Q hardware using the OpenPulse framework. We describe experiments using model-based optimization and also demonstrate the first use of reinforcement learning to discover novel quantum logic operations that outperform standard gates.