Scholars propose a way to help mobile robots choose when to communicate with the cloud without latency or lost data issues. Marco Pavone and postdoctoral scholar Sandeep Chinchali used deep reinforcement learning algorithms to smartly and sparingly tap into the cloud to improve perception while reducing demands on data channels.