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ismarou's Projects

shinrl icon shinrl

ShinRL: A Library for Evaluating RL Algorithms from Theoretical and Practical Perspectives (Deep RL Workshop 2021)

skrl icon skrl

Modular and flexible reinforcement learning library with support for Isaac Gym and Omniverse Isaac Gym environments

spherical-cnn icon spherical-cnn

Demo code for the paper "Learning SO(3) Equivariant Representations with Spherical CNNs"

srl-zoo icon srl-zoo

State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox

sstar icon sstar

Scene-level tracking and reconstruction with semantic information.

stanford_dl_ex icon stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

star-no-prior icon star-no-prior

Project page for Scene-level tracking and reconstruction without object-prior.

tactile_gym icon tactile_gym

Suite of PyBullet reinforcement learning environments targeted towards using tactile data as the main form of observation.

tacto icon tacto

Simulator of vision-based tactile sensors.

tf_robot_learning icon tf_robot_learning

A generic tensorflow library for robotics: a bridge between robotics problem and modern machine learning architecture. Provides forward kinematics, Jacobians, rollouts of controlled dynamic system and various machine learning tools.

theseus icon theseus

A library for differentiable nonlinear optimization

tiny-differentiable-simulator icon tiny-differentiable-simulator

Tiny Differentiable Simulator is a header-only C++ and CUDA physics library for reinforcement learning and robotics with zero dependencies.

torchlayers icon torchlayers

Shape inference for PyTorch (like Keras) & new layers

torchsde icon torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

torchtyping icon torchtyping

Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

touchtorch icon touchtorch

Use the Force Luke! Learning to Predict Physical Forces by Simulating Effects [CVPR2020] (https://arxiv.org/pdf/2003.12045.pdf)

trajopt icon trajopt

A toolbox for trajectory optimization of dynamical systems

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