Auro (Autonomous Driving Division of Ridecell)

Developing data driven Autonomous Driving Technology for near-term urban driving use cases

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

Driving scenarios provide a robust framework for testing & validation of #autonomousdriving systems. Learn about the fundamental elements & spatiotemporal relationships that characterize scenarios, & build an expressive language for representing them.
https://t.co/0pme3SpkrO

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

Hammerhead wins a Silver Medal at the annual New Zealand Design Awards! Want to learn more about Hammerhead—a modular, vehicle-agnostics sensor housing unit we designed for our autonomous test vehicle platforms? Read our blog https://t.co/Es9TuDnd81 #autonomousvehicles #design

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

AV and ADAS teams need to use data and simulation more effectively than ever in the current pandemic.
Here is a glimpse of how we create human-like driving behaviors in simulation platforms, using real-world data distributions
https://t.co/wI5wxDJ3KG

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

What does it take to learn effective driving policies for #AutonomousVehicles in simulation?
1. Real-world scenarios
2. Data-driven traffic actors
3. Modular learning agents
4. Loads of naturalistic driving data!
Check out our blog -https://t.co/SozIerV4pt
#ReinforcementLearning

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

Hammerhead, our modular, vehicle-agnostics sensor housing unit is designed to adapt to any vehicle platform to enable autonomy. 🚗Thank you @EngineersNZ for the coverage & @4design_news for partnering with us! #AutonomousVehicles #SelfDrivingCars #design
https://t.co/mF2KSMfIHV

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

Hammerhead, our modular, vehicle-agnostics sensor housing unit is designed to adapt to any vehicle platform to enable autonomy. 🚗Thank you @EngineersNZ for the coverage & @4design_news for partnering with us! #AutonomousVehicles #SelfDrivingCars #design
https://t.co/mF2KSMfIHV

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

For those who are improving their skillsets in this Lockdown Phase , here's the first one of the learning series coming from Auro.

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

For all the #ReinforcementLearning Enthusiasts out there, we are sharing a beginners guide for training Deep RL agents for the task of #autonomous_driving. Check out our blog and try training your own RL agents to drive in #Unity with the code we shared. https://t.co/3iQywln0w7

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

For all the #ReinforcementLearning Enthusiasts out there, we are sharing a beginners guide for training Deep RL agents for the task of #autonomous_driving. Check out our blog and try training your own RL agents to drive in #Unity with the code we shared. https://t.co/3iQywln0w7

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

Here is a sample of how we automated the process of scenario mining and multiple scenario generation from a single template (simulated in #CARLA). This is a must for both system validation and learning complex driving behaviors at an accelerated pace. #AutonomousVehicles #L4

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

We are open sourcing the Apollo-Carla Bridge! Another release for the #Developer community of #autonomousdriving. Read more about the bridge and the role of HD maps in an #L4 stack in our blog - https://t.co/jaEKE27hX5

[Ridecell @ridecell]

Are you ready to dive into a talk on #autonomousvehicle technology and how it can add value to #mobility #fleets? Then join us for @nalingupta_id's talk today for pizza, networking, and an illuminating discussion on #AVs and #sharedmobility! Sign up here: https://t.co/5gOGLxHZfB

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

Looking for insights on hardware design for #autonomousvehicles? Check out our design philosophy behind the Hammerhead - a modular, vehicle-agnostics sensor housing unit designed for our autonomous test vehicle platforms. https://t.co/Es9TuDnd81 #design #hardware

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

Excited to launch Ichigo, our next-generation #autonomousvehicle with new #selfdriving capabilities for public roads, an upgraded sensor suite and a sleek rooftop autonomy sensor box. Come check it out at the Computer History Museum https://t.co/kje1AyVsFQ

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

Auro by @ridecell has open-sourced a message communication bridge between Apollo, #Baidu's opensource AV stack and ROS. For the first time ever, it will be possible to use the best features of both @ApolloPlatform and @rosorg together. Read more: https://t.co/jPtPVfhTFd

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

Thanks @Springboard for inviting us to speak on data science for #AutonomousVehicles . #DeepLearning
is going to change everything. Come join us if you are excited about using DL/AI for solving one of the hardest problems of our generation.

[Springboard @Springboard]

Autonomous vehicles will dramatically change cities. At #SpringboardRise, we're bringing together leaders from @zoox, @embarktrucks, @Cruise, @ridecell to discuss the future of the sector (and how you can participate in it!).

Have q's you'd like to ask them? Let us know below!

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

Auro designs around teamwork -- sometimes it takes a few extra pairs of eyes to solve a problem! #autonomousvehicles #teamwork #culture

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

One of the many reasons why we feel having complementary sensors (such as #lidars, #thermalcamera etc) is necessary for making safe #autonomousvehicles. Objects not clearly visible by a normal camera are captured by a thermal sensor.

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

We started testing our AVs on public roads today! If you see us driving around on #siliconvalley roads or grabbing a burrito in a parking lot, come by to say hi. #autonomousvehicles #selfdriving

[Auro (Autonomous Driving Division of Ridecell) @Auro_AI]

We believe in a culture of sharing and learning. @runoffthemill from @Auro_AI AI delivers a 101 on #ReinforcementLearning during our knowledge sharing sessions. We're loving how our hardware engineers, safety drivers, hiring managers, and the biz dev team are so engaged!