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Chen Sirui Eric's Projects

brax icon brax

Massively parallel rigidbody physics simulation on accelerator hardware.

can_pid icon can_pid

This is a prototype of can communication

clothfromdepth icon clothfromdepth

This is an under development repostory that reconstruct cloth model for simulation from depth camera observation

compliancedex icon compliancedex

Compliance dexterity project basedo Isaac Gym Reinforcement Learning Environments

control-toolbox icon control-toolbox

The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control

coptimal icon coptimal

Real-Time Multi-Contact Model Predictive Control via ADMM

d4rl-pybullet icon d4rl-pybullet

Datasets for Data-Driven Deep Reinforcement Learning with Pybullet environments

deepmimic icon deepmimic

Motion imitation with deep reinforcement learning.

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

diff-diffdrive icon diff-diffdrive

An experimental differentiable diffdrive robot simulator implemented by Pytorch

diffdart icon diffdart

DiffDART: Differentiable Physics Engine

differentiable-robot-model icon differentiable-robot-model

We are implementing differentiable models of robot manipulators, which allows us to learn typically assumed to be known models of robots for control and motion planning.

diffhand icon diffhand

[RSS 2021] An End-to-End Differentiable Framework for Contact-Aware Robot Design

diffsim icon diffsim

Scalable Differentiable Physics for Learning and Control (ICML2020) (in progress)

diffsrl icon diffsrl

Official Project Webpage for paper "DiffSRL: Learning Dynamic-aware State Representation for Control via Differentiable Simulation"

drl_paper_summary icon drl_paper_summary

Summary of key papers in deep reinforcement learning. Heavily based on OpenAI SpinningUp.

dynamic_randomization icon dynamic_randomization

Implementation of the "Sim-to-Real Transfer of Robotic Control with Dynamics Randomization" paper

ee_training icon ee_training

This place is for EE training assignments. To submit the assignments, please create a branch named after your display name on Slack, and then push to the remote repo. For the files not on the expected location, they are not acknowledged.

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