Isaac Gym and Omniverse: High Performance Reinforcement Learning Evolved

, NVIDIA
, NVIDIA
We'll provide the latest updates on NVIDIA's Isaac Gym environment for high-performance reinforcement learning on GPU, including both the standalone version and upcoming work that fully integrates tensor-API accelerated physics simulation with the Omniverse platform. We'll review how the Isaac Gym system allows developers to create tensor-based views of physics states for all environments, explore key new API features, and demonstrate new training environments for physics-based animation, operational space control, and dexterous manipulation with Sim2Real transfer of learned policies to physical robots.
活动: GTC Digital November
日期: November 2021
话题: Autonomous Machines - Reinforcement Learning
行业: Higher Education / Research Institution
级别: 中级技术
语言: 英语
话题: 3D Design Collaboration and Simulation
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