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aqua12138's Projects

difftaichi icon difftaichi

10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)

fluidlab icon fluidlab

[ICLR 2023] FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation

fluidrobotlab icon fluidrobotlab

Utilizing ML-Agents, this project guides a dual-arm robot to handle fluids. The robot learns to autonomously respond to fluid properties, advancing robotics in fluid tasks. Built with Taichi.

learning_to_adapt icon learning_to_adapt

Learning to Adapt in Dynamic, Real-World Environment through Meta-Reinforcement Learning

ogc icon ogc

🔥OGC in PyTorch (NeurIPS 2022)

orbit icon orbit

Unified framework for robot learning built on NVIDIA Isaac Sim

pysot icon pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

rheoroboml icon rheoroboml

Utilizing ML-Agents, this project guides a dual-arm robot to handle non-Newtonian fluids. The robot learns to autonomously respond to fluid properties, advancing robotics in fluid tasks. Built with Unity and Python.

segmap icon segmap

A map representation based on 3D segments

taichi_dem icon taichi_dem

A minimal DEM simulation demo written in Taichi.

warp icon warp

A Python framework for high performance GPU simulation and graphics

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