GPU Acceleration

3 papers

High-performance parallel training on GPUs and specialized hardware.

Papers

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Isaac Gym: High Performance GPU-Based Physics Simulation for Robot Learning
NeurIPS 2021 Datasets and Benchmarks Track

Isaac Gym: High Performance GPU-Based Physics Simulation for Robot Learning

Viktor Makoviychuk, Lukasz Wawrzyniak, Yunrong Guo et al.

A GPU-accelerated physics simulation framework that enables thousands of RL environments to run in parallel on a single GPU, eliminating CPU-GPU transfer bottlenecks.

simulation rl gpu-acceleration parallel-training
Code PDF Intermediate
GitHub ★ 2,934 Updated May 2026

Suggested Learning Path

Read these papers in order to build expertise in GPU Acceleration.

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    Isaac Gym: High Performance GPU-Based Physics Simulation for Robot Learning

    Viktor Makoviychuk, Lukasz Wawrzyniak et al. · 2021