AWS HPC Blog
Author: Abhishek Srivastav
Abhishek Srivastav is a Senior Solutions Architect at AWS. He is passionate about enabling customers to accelerate their cloud adoption. He is an IoT enthusiast and holds deep expertise in NoSQL databases, analytics, and AI/ML technologies. He is passionate about finding answers to complex problems by drawing on his in-depth understanding of these technologies. He has held lead positions for NoSQL Center of Excellence roles at various enterprise customers prior to joining AWS
Scale Reinforcement Learning with AWS Batch Multi-Node Parallel Jobs
Autonomous robots are increasingly used across industries, from warehouses to space exploration. While developing these robots requires complex simulation and reinforcement learning (RL), setting up training environments can be challenging and time-consuming. AWS Batch multi-node parallel (MNP) infrastructure, combined with NVIDIA Isaac Lab, offers a solution by providing scalable, cost-effective robot training capabilities for sophisticated behaviors and complex tasks.