Nala Robotics introduced the launch of Pizzaiola, a totally autonomous pizzeria robotic that may prep salads and prepare dinner pizzas, burgers, wings and pasta. The 7-axis robotic chef operates in a 12′ by 12′ area. Pizzaiola makes use of synthetic intelligence (AI) and machine studying to exactly replicate pizzeria-style meals. The robotic is ready to prepare dinner as much as 50 pizzas an hour, with 35 completely different decisions of toppings and cheeses, 5 dough sorts and 4 completely different sauces. The system is provided with pure language processing options, so it may possibly reply to voice menu orders.

Today, machine learning influences research and consumer products and is leading to breakthroughs across industries like healthcare, manufacturing, finance, and retail. In the field of reinforcement learning, machine learning meets the real world when applied to robotics. Knowing this, how can we ensure students are skilled and prepared to leverage the power of this technology? Intermind Co. is an education group bringing academic programs from leading universities on subjects like machine learning and artificial intelligence to international college students. We recently created a project-based learning experience around the use of Robot Operating System (ROS), the leading open-source framework for writing robot software, and AWS RoboMaker, a service that helps develop, test, and deploy intelligent robotics applications at scale.

Robotics often involves training complex sequences of behaviors. For example, consider a robot designed to follow or track another object. Although the goal is easy to describe (the closer the robot is to the object, the better), creating the logic that accomplishes the task is much more difficult. Reinforcement learning (RL), an emerging Machine Learning technique, can help develop solutions for exactly these kinds of problems. This post is an introduction to RL and it explains how we used AWS RoboMaker to develop an application that trains a TurtleBot Waffle Pi to track and move toward a TurtleBot Burger.

Gazebo is the actual robot simulator.