Amazon Web Services (AWS) announced on Wednesday that it is upgrading its DeepRacer program by adding more chances to compete at AWS events & at own events, more chances to win, with new races including head-to-head multi-car competitions, and an upgraded DeepRacer car with new sensing capabilities.
AWS DeepRacer is an autonomous 1/18th scale race car designed to test RL models by racing on a physical track. Using cameras to view the track and a reinforcement model to control throttle and steering, the car shows how a model trained in a simulated environment can be transferred to the real-world.
AWS DeepRacer Evo is the next generation in autonomous racing. Take your car to the tracks and master brand new AWS DeepRacer challenges including racing head to head against other cars in the 2020 season of the AWS DeepRacer League. AWS DeepRacer Evo comes with dual stereo cameras, allowing the car to detect objects on the track, and LIDAR (light detection and ranging) helping to determine when to overtake another car and beat it to the finish line.
AWS DeepRacer offers hands-on experience with Reinforcement Learning (RL). Following launch of the AWS DeepRacer car and the AWS DeepRacer League, users could have the opportunity to get experience and new skills in a fun, competitive environment. In less than a year, tens of thousands of developers have participated in hands-on and virtual races located globally.
The upcoming AWS DeepRacer Evo car will include a stereo camera and a Light Detection and Ranging (LIDAR) sensor. The added sensors will enable DeepRacer Evo to skillfully detect and respond to obstacles, including other DeepRacers. This will help users learn more about the field of reinforcement learning, which is ideal for use in autonomous driving.
The new sensors will be available soon in virtual form for use in the new My Garage section of the DeepRacer Console. AWS will release more details on production plans for AWS DeepRacer Evo, including a sensor upgrade kit for existing DeepRacer car, early next year.
AWS is also expanding the DeepRacer League in 2020. The company is adding eight additional races across five countries as part of an expanded AWS Summit presence, and 18 additional virtual races. There will also be a track (and a race) at re:MARS 2020. As a result, customers have the opportunity to participate in 30 events and join for an in-person AWS DeepRacer League Summit race, along with 24 Virtual Circuit races from anywhere in the world.
In addition to the existing time trial race, AWS is adding two new race types to give some new RL challenges, and the opportunity to experiment with different sensors. The object detection and avoidance features uses the sensors to detect and (hopefully) avoid obstacles, and the head-to-head racing against another DeepRacer that is on the same track.
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