Prateek Bhustali
@omniscientoctopus.bsky.social
Learning to throw a computer at a problem.
PhD student - Multi-Agent Reinforcement Learning for Maintenance Planning @tudelft | Masters in Computational Sciences in Engineering @tuBraunschweig
PhD student - Multi-Agent Reinforcement Learning for Maintenance Planning @tudelft | Masters in Computational Sciences in Engineering @tuBraunschweig
Reposted by Prateek Bhustali
Getting 15% energy savings by converting just 4% of vehicles to be autonomous, a field deployment: bair.berkeley.edu/blog/2025/03...
Scaling Up Reinforcement Learning for Traffic Smoothing: A 100-AV Highway Deployment
The BAIR Blog
bair.berkeley.edu
March 28, 2025 at 12:33 AM
Getting 15% energy savings by converting just 4% of vehicles to be autonomous, a field deployment: bair.berkeley.edu/blog/2025/03...
You cannot unsee it once you notice it
March 26, 2025 at 10:12 AM
You cannot unsee it once you notice it
Reposted by Prateek Bhustali
A year later of a multi-agent RL controlled variable speed limit system:
arxiv.org/abs/2503.01017
Fewer crashes, quicker responses, quicker warnings
arxiv.org/abs/2503.01017
Fewer crashes, quicker responses, quicker warnings
Real-World Deployment and Assessment of a Multi-Agent Reinforcement Learning-Based Variable Speed Limit Control System
This article presents the first field deployment of a multi-agent reinforcement learning (MARL) based variable speed limit (VSL) control system on Interstate 24 (I-24) near Nashville, Tennessee. We de...
arxiv.org
March 12, 2025 at 2:14 AM
A year later of a multi-agent RL controlled variable speed limit system:
arxiv.org/abs/2503.01017
Fewer crashes, quicker responses, quicker warnings
arxiv.org/abs/2503.01017
Fewer crashes, quicker responses, quicker warnings