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I. Introduction
From June 27th to 28th, 2023, Amazon Cloud Technology will hold the China Summit in Shanghai. One of the key activities is the self-driving car race based on reinforcement learning-Amazon DeepRacer. This article will share the experience and valuable experience of participating in DeepRacer, and provide interesting tutorials to help you build a reinforcement learning model. Whether you are a beginner or an expert, welcome to learn, make friends, get certified, and experience the charm of racing. Let's explore the infinite potential of deep learning technology and build a smart future together!
Come and sign up together
2. Highlights of Amazon Cloud Technology China Summit
Gathering: Exploring the Cloud Together
More than a hundred distinguished guests will focus on global digital technology innovation trends and insights, collide with the cutting-edge views of cloud technology, jointly build cloud computing to promote business innovation, best practices in industry reshaping, and discuss new opportunities for industry transformation. Participants included the world's most influential figures in Amazon cloud technology, business and industry leaders, and big names in the developer community.
Sharing: Digital Transformation and Innovation
The two-day keynote speech will share hundreds of technical topics and best practices, bringing a number of major releases and interpretations of new services, new functions and new applications, from accelerating underlying technology innovation, building end-to-end data strategies to Security in the cloud, reshaping the ability of enterprises to go to the cloud, and unlocking unlimited imagination in the cloud.
The Road: Driving Innovation Value
Forums combining industry hotspots will focus more on how to use cloud computing to accelerate industry transformation and how to empower industry pathfinders, covering automobiles, manufacturing, finance, medical and life sciences, e-commerce, games, pan-entertainment, telecommunications, education, and digital marketing and other fields. It will also bring business innovation solutions empowered by Amazon Cloud Technology for nearly a hundred key business scenarios, and showcase the latest achievements of Amazon Cloud Technology, enterprises and partners in digital economy practice.
Disk: cloud computing annual hotspot
It aims to help Chinese enterprises activate their innovation potential, build their core competitiveness in the cloud, and escort enterprises' cloud transformation. Wait for the current hot topics to discuss in depth.
Play: Digital technology innovation exhibition area
The gameplay of the exhibition area has been upgraded. The summit will link virtual reality, artificial intelligence and other popular technologies to create more high-visibility and high-interaction booths, leading everyone to experience the technological upgrade brought about by cloud computing innovation. It will also display the self-developed technological achievements from Amazon Cloud Technology overseas and more partner solutions through scene-based creation.
Learning: Efficient Advanced
This summit will cooperate deeply with the developer community, Amazon Cloud Technology Hero, and developer media, and for the first time will launch new content such as the best practice of global developer interaction "GameDay", hands-on labs, and exclusive developer exhibition areas to stimulate innovation. Inspiration, resonance in the cloud. In addition, in addition to the rich course content, the "Training and Certification" section will also be upgraded to help developers grow.
Race: Amazon DeepRacer cross-circle league
Strong cooperation with customers and partners, holding a series of exclusive activities, the first cross-circle detonation! Lead everyone to experience the charm of Amazon cloud technology machine learning. On the first day of the summit, the "Ten Years Exclusive Action" opened for customers and partners ended on-site, and the finals were held to ignite the enthusiasm of partners! On the second day of the summit, we will face more freshmen from colleges and universities, and compete with many developers on the spot to compete with each other! Lead everyone to experience the charm of Amazon cloud technology machine learning.
Exploration: Customized conference experience
Adhering to the spirit of innovation, the Amazon Innovation Culture Workshop is held to help everyone understand the four pillars of Amazon cloud technology in innovation work: culture, mechanism, structure, and organization, and to jointly discuss and face challenges and opportunities in the innovation process. At the same time, we will bring more customized content experiences to corporate executives.
Chuang: Facilitating Cloud Innovation
Not only will there be wonderful content sharing at the scene of "Entrepreneur's Day", but also a series of offline meetings and roadshows will be held in conjunction with VC companies, so as to activate the vitality of start-ups with innovative genes and build together on the cloud!
3. The Amazon DeepRacer competition is starting
Since Amazon Cloud Technology launched Amazon DeepRacer in 2018, this 1/18 scale fully automatic driving car driven by reinforcement learning and 3D racing simulator has been continuously Widely welcomed by machine learning enthusiasts of different ages and fields. There will be a number of Amazon DeepRacer competitions at this summit.
Amazon Cloud Technology will hold a series of Amazon DeepRacer events such as the "Amazon DeepRacer Enterprise Summit Finals", "Girls in Tech" Promotion Competition, and Famous School Challenge for enterprises, developers, college students and teenagers during the two-day summit. It provides a platform for machine learning enthusiasts from all circles to hone their skills and communicate with each other in the competition, and also gives participants the opportunity to experience the charm of machine learning together during the competition. At the same time, the summit also has a DeepRacer global promotion track, and the champion of the competition will win the opportunity to go to the Summit 2023 global finals in Las Vegas.
Amazon DeepRacer fully automatic driving racing car
creates nearly 10,000 square meters of immersive exhibition area
with more than 270 wonderful booths This summit will use popular technologies such as virtual A series of high-visibility and high-interaction star booths truly restore the application scenarios of cutting-edge technologies, leading participants to more truly experience the technological upgrades brought about by cloud computing innovation, and experience the charm of cutting-edge technologies immersively. In the exhibition area of this summit, there will be more than 100 industry and technology demonstrations from Amazon cloud technology partners and industry customers, distributed in automobiles, manufacturing, retail, games, media, finance, education, medical care, telecommunications, sustainable, etc. Multiple industry zones, as well as end-to-end cloud-native data strategy, next-generation cloud infrastructure, Amazon cloud technology training and certification, entrepreneurs, developers and other exhibition areas.
In addition, the summit also set up nine industry sub-forums of automobile, manufacturing, games, e-commerce and retail, finance, medical and life sciences, pan-entertainment, education, and telecommunications, bringing participants to share different industry perspectives; Launch the Partner Summit to share the latest progress of Amazon Cloud Technology partner strategy and partner network (APN); build overseas forums, multinational enterprise forums, etc., to showcase Amazon Cloud Technology's forward thinking in terms of enterprise globalization; launch Entrepreneur's Day , an in-depth interpretation of Amazon Cloud Technology's insights and thinking in the field of start-ups, as well as specific measures of Amazon Cloud Technology to empower start-ups. At the same time, an Amazon innovation culture workshop was carried out to help participants fully understand Amazon's innovation methodology. In addition, attendees can participate in a series of Amazon cloud technology training and certification activities at the summit to enhance professional skills and unlock more academic and career opportunities.
2023 Amazon Cloud Technology China Summit Schedule
4. In-depth experience of Amazon DeepRacer
Whether you are a developer, a technology enthusiast or a person interested in artificial intelligence, by participating in this simple and interesting learning process, you will master how to transfer the model from the simulated environment to the real scene, and experience the process of training the machine to drive intelligently process. We will guide you step by step to create AWS DeepRacer resources, define the track, train the model, optimize performance, and finally deploy the model to a real track for testing.
1. Create a model
2. Simulate the environment simulation track to train your model.
3. Configure parameters such as racing cars
Select the race car type
Configure the relevant parameters:
Define the continuous action space:
Select the vehicle shell and sensor configuration:
4. Training DeepRacer model: we can customize the modification
5. Test and evaluate the model: After debugging and optimizing the model, the model needs to be tested and evaluated
Waiting for the training results:
Participate in the competition and get the ranking:
It takes multiple attempts to set relevant parameters, and our time will be shorter and shorter as we accumulate experience again and again, and the ranking will be higher and higher.
5. 2023 Amazon Cloud Technology China Summit - Amazon DeepRacer
Amazon DeepRacer China Summit Finals
The finals of the China Summit will be held on June 27, when companies from different industries will participate in the competition. This is an intense competition that showcases the technical prowess and innovation capabilities of the contestants in the field of autonomous driving. Through the finals, participants had the opportunity to network with industry leaders and share their experiences and insights.
Girls in Tech Show
As an open and inclusive summit, Amazon Cloud Technology China Summit will also host the Girls in Tech Show. This session aims to witness the excellence of female racers in the field of technology. By showcasing women's outstanding achievements in technological innovation and self-driving racing, the summit will encourage more women to devote themselves to the field of technology.
Linkage of colleges and universities to find the future "new force"
At this China summit, the Amazon Cloud Technology China Summit will also simultaneously launch the Amazon DeepRacer Autopilot Famous School Invitational Competition. A top artificial intelligence technology competition is specially designed for Chinese college students, meet the "Youth Power", witness the top university talents attacking the laurels, activate TA's unlimited imagination of the industry and the future, and open up new opportunities for new forces in the field of machine learning Broad stage.
Amazon DeepRacer Training Camp
An Amazon DeepRacer hands-on training camp will also be held during the summit to help participants build their first reinforcement learning models. This training camp will help everyone quickly master machine learning-related knowledge, and guide participants to gain a deeper understanding of the principles and applications of reinforcement learning. Through practice and learning, participants will personally experience the fun and challenges of building their own intelligent driving models.
Global Leagues - keep racing with DeepRacer!
Every year, the Amazon DeepRacer Global League is a feast for developers around the world. The top drivers from all over the world are promoted through layers of selection, and finally compete for the top at the Amazon cloud technology re:Invent conference.
This year's global league has officially started. All you need is an Amazon cloud technology account to build a self-driving car model and join the challenge of the global league. Whether you are a novice in machine learning or a master who has matured the training model, you can unlock AI skills through Amazon DeepRacer and reap huge prizes!
In addition to generous prizes, the monthly champion of the Greater China Division will go directly to Las Vegas every month, and the travel expenses for the direct travel will be fully sponsored by Amazon Cloud Technology! The best score at the China Summit will be directly promoted!
Quick registration entrance
Activitysign up for free, to participate in summit activities:Receive great prizes on the spot, Participate in exciting activities, waiting for everyone to unlock!
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