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Topic: "differentiable-simulation"

NVlabs/sionna

Sionna: An Open-Source Library for Research on Communication Systems

Language: Jupyter Notebook - Size: 260 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 1,026 - Forks: 303

NVlabs/DiffRL

[ICLR 2022] Accelerated Policy Learning with Parallel Differentiable Simulation

Language: Python - Size: 24.4 MB - Last synced at: 11 days ago - Pushed at: about 1 year ago - Stars: 313 - Forks: 45

rewarped/rewarped

Reinforcement learning in differentiable multiphysics simulation with NVIDIA Warp.

Language: Python - Size: 2.23 MB - Last synced at: 5 days ago - Pushed at: 20 days ago - Stars: 134 - Forks: 13

DesmondZhong/diff_sim_grads

We compare the gradients calculated by different differentiable contact model implementations.

Language: Jupyter Notebook - Size: 2.02 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 43 - Forks: 4

NVlabs/sionna-rt

Sionna RT: The Ray Tracing Package of Sionna

Language: Jupyter Notebook - Size: 27.8 MB - Last synced at: 11 days ago - Pushed at: 17 days ago - Stars: 42 - Forks: 15

Huangzizhou/DiffIPC-data

[Siggraph 2024] Differentiable solver for time-dependent deformation problems with contact

Language: Jupyter Notebook - Size: 38.4 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 34 - Forks: 3

gengshan-y/ppr-diffphys

This repo contains the differentiable physics simulation module in "PPR: Physically Plausible Reconstruction from Monocular Videos". ICCV 23.

Language: Python - Size: 34.4 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 22 - Forks: 3

etaoxing/mineral

A minimal(ish) reinforcement learning library that aggregates reliable implementations.

Language: Python - Size: 906 KB - Last synced at: 20 days ago - Pushed at: 21 days ago - Stars: 16 - Forks: 3

lstrgar/ELDiR

Code for "Evolution and learning in differentiable robots", Strgar et al, proceedings of Robotics: Science and Systems 2024

Language: Jupyter Notebook - Size: 20.9 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 10 - Forks: 1

DesmondZhong/diff_sim_improve_grads

PyTorch and Taichi implementations of our paper on improving gradient computation

Language: Python - Size: 298 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

chaobrain/differentiable-brain-modeling-workflow

A differentiable approach to multi-scale brain modeling.

Language: Python - Size: 106 KB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 2 - Forks: 2

georgkordowich/diffpssi

A Python based framework for differentiable power system simulation and dynamic optimization

Language: Python - Size: 4.91 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0