UMV - Ultra Mobile Vehicle Robot Bike

RAI Institute Unveils Ultra Mobile Vehicle (UMV) Designed to Perform Stunts, like Bunny Hops, this robot can do all its driving, landing, balancing and stances using reinforcement learning. Reinforcement learning (RL) plays a key role by enabling the UMV to learn and refine its balancing skills through trial and error. The system processes sensory inputs to make continuous adjustments to its steering and weight distribution. This approach allows it to handle complex maneuvers, such as driving, turning, jumping, and performing a track-stand (a sudden stop while remaining balanced), even on uneven terrain. The RL framework essentially trains the UMV to respond to environmental changes and maintain equilibrium without needing pre-programmed instructions for every scenario, making it highly adaptable and agile. Thanks for watching. _____________________________________________________________________ CREDIT LINKS ► RAI Institute Youtube Channel - @rai-inst ► Original Video - https://www.youtube.com/watch?v=ATWR25xGF74 _____________________________________________________________________ 🔔 🔔 WONDER WORLD VIDEO INFORMATION 🔔 🔔 ✅ For personal story suggestions or business enquiries about product stories / reviews, please contact me on my email from the ABOUT page. Note: All suggestions are welcome, but may not be chosen as they are not suitable for this channel. ❌ COPYRIGHT : Please do not ask for permission to use footage in this video, or the whole video itself, as the ownership of all footage remains that of the owners who gave me permission to use it. If you want to use any of the footage click on the links above and seek permission from the owners.