Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: sim-to-real
Improbable-AI/walk-these-ways
Sim-to-real RL training and deployment tools for the Unitree Go1 robot.
Language: Python - Size: 77.9 MB - Last synced: 5 days ago - Pushed: 11 months ago - Stars: 453 - Forks: 122
muyishen2040/DriveEnvNeRF
[ICRA 2024 Workshop] DriveEnv-NeRF: Exploration of A NeRF-Based Autonomous Driving Environment for Real-World Performance Validation
Language: JavaScript - Size: 62.7 MB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 23 - Forks: 1
EPFL-ENAC/TOPO-DataGen
[CVPR'22] TOPO-DataGen: an open and scalable aerial synthetic data generation workflow
Language: Jupyter Notebook - Size: 26 MB - Last synced: 4 days ago - Pushed: over 1 year ago - Stars: 26 - Forks: 1
famura/SimuRLacra
reinforcement learning from randomized simulations
Language: Python - Size: 670 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 63 - Forks: 10
j3soon/OmniIsaacGymEnvs-UR10Reacher
UR10 Reacher Reinforcement Learning Sim2Real Environment for Omniverse Isaac Gym/Sim
Language: Python - Size: 21.2 MB - Last synced: about 2 months ago - Pushed: 7 months ago - Stars: 48 - Forks: 7
leizhang-public/towards_precise_model_free_robotic_grasping_with_sim_to_real_transfer_learning
Towards Precise Model-free Robotic Grasping with Sim-to-Real Transfer Learning, Project Page: https://leizhang-public.github.io/towards_precise_model_free_robotic_grasping_with_sim_to_real_transfer_learning/
Language: CSS - Size: 71 MB - Last synced: 2 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 1
j3soon/OmniIsaacGymEnvs-DofbotReacher
Dofbot Reacher Reinforcement Learning Sim2Real Environment for Omniverse Isaac Gym/Sim
Language: Python - Size: 32.6 MB - Last synced: about 2 months ago - Pushed: 6 months ago - Stars: 28 - Forks: 3
andreaprotopapa/sofa-dr-rl
Enabling Faster Training of Robust Reinforcement Learning Policies for Soft Robots
Language: Python - Size: 297 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 2 - Forks: 0
TUMFTM/Sim2RealDistributionAlignedDataset
Sim-to-Real Distribution-Aligned Dataset (S2R-DAD) for Domain Shift and Domain Adaptation Analysis
Size: 197 KB - Last synced: 13 days ago - Pushed: about 1 year ago - Stars: 5 - Forks: 1
TOPO-EPFL/CrossLoc-Benchmark-Datasets
[CVPR'22] CrossLoc benchmark datasets setup and helper scripts.
Language: Jupyter Notebook - Size: 2.79 MB - Last synced: 3 months ago - Pushed: about 2 years ago - Stars: 10 - Forks: 1
gabrieletiboni/dropo
DROPO: Sim-to-Real Transfer with Offline Domain Randomization
Language: Python - Size: 28 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 19 - Forks: 1
j3soon/OmniIsaacGymEnvs-HiwinReacher
Hiwin Reacher Reinforcement Learning Sim2Real Environment for Omniverse Isaac Gym/Sim
Language: Python - Size: 12.6 MB - Last synced: 4 months ago - Pushed: 6 months ago - Stars: 2 - Forks: 0
anita-hu/sim2real-lane-detection
Sim-to-Real Domain Adaptation for Lane Detection and Classification in Autonomous Driving
Language: Python - Size: 255 KB - Last synced: 5 days ago - Pushed: over 2 years ago - Stars: 12 - Forks: 2
j3soon/OmniIsaacGymEnvs-KukaReacher
Kuka Reacher Reinforcement Learning Sim2Real Environment for Omniverse Isaac Gym/Sim
Language: Python - Size: 10.7 MB - Last synced: 4 months ago - Pushed: 6 months ago - Stars: 2 - Forks: 0
SvenGronauer/phoenix-drone-simulation
Simulation environments for the CrazyFlie quadrotor: Used for Reinforcement Learning and Sim-to-Real Transfer
Language: Python - Size: 117 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 15 - Forks: 8
AmishaSomaiya/MLProjects_UWSeattle
ML Projects and Experience in Industry and Academia.
Size: 5.46 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 5 - Forks: 0
princeton-nlp/WebShop
[NeurIPS 2022] πWebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
Language: Python - Size: 45.6 MB - Last synced: 7 months ago - Pushed: 10 months ago - Stars: 158 - Forks: 26
andreaprotopapa/dr-soro
Domain Randomization for Robust, Affordable and Effective Closed-loop Control of Soft Robots
Size: 72.5 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 7 - Forks: 0
justagist/panda_simulator
[THIS PACKAGE IS NOT MAINTAINED ANYMORE. Please contact me if you are interested in taking over.] A Gazebo simulator for the Franka Emika Panda robot with ROS interface, supporting sim-to-real code transfer (Python). Exposes customisable controllers and state feedback from robot in simulation.
Language: C++ - Size: 49.9 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 159 - Forks: 58
ac-93/tactile_gym
Suite of PyBullet reinforcement learning environments targeted towards using tactile data as the main form of observation.
Language: Python - Size: 137 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 89 - Forks: 16
PetropoulakisPanagiotis/igae
Representation Abstractions as Incentives for Reinforcement Learning Agents: A Robotic Grasping Case Study
Language: Python - Size: 31.5 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0
smkdGab/Sim-to-Real-transfer-of-Reinforcement-Learning-Policies-in-Robotics
The repository is intended as a support tool for the report of the project "Sim to Real transfer of Reinforcement Learning Policies in Robotics" and it contains examples of some well-known algorithms and methods in the fields of Reinforcement Learning and Sim-to-Real transfer. The implementation is not thought to be efficient, thus we suggest you to avoid using this repo for purposes other than educational.
Language: Python - Size: 21.9 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 7 - Forks: 2
jyf588/SimGAN
Pytorch Implementation of SimGAN: Hybrid Simulator Identification for Domain Adaptation via Adversarial Reinforcement Learning, ICRA 2021
Language: Python - Size: 25.4 MB - Last synced: 10 months ago - Pushed: almost 3 years ago - Stars: 41 - Forks: 13
TOPO-EPFL/CrossLoc
[CVPR'22] CrossLoc localization: a cross-modal visual representation learning method for absolute localization
Language: Python - Size: 3.12 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 47 - Forks: 5
KaiChen1008/Sim-to-Real-Virtual-Guidance-for-Robot-Navigation
πΊπ€ππΉπ‘ An effective, easy-to-implement, and low-cost modular framework for completing complex navigation tasks.
Language: C++ - Size: 38.2 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 64 - Forks: 31
tlpss/workshop-icra-2022-cloth-keypoints
Code for paper on ICRA 2022 workshop on Deformable Object Manipulation. In this work we learn keypoints from synthetic data for robotic cloth folding.
Language: Python - Size: 7.1 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 2
dstuemk/rl-s2r-drone
Simulator, RL-algorithm and firmware for the sim-to-real transfer of drone control policies
Size: 3.91 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0
lzoltan35/duckietown_imitation_learning
This repository contains the source code of our paper: Imitation Learning for Generalizable Self-driving Policy with Sim-to-real Transfer.
Language: Python - Size: 15.5 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0
UoA-CARES/mobile_robot_learning_testbed
Implementation of Reinforcement Learning Based Autonmous Control of a TurtleBot2 as a substitute for a Formula SAE Car
Language: Python - Size: 551 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1
atakandag/multi-objective-sim2real
Implementation of hybrid and monolithic DDPG controllers for obstacle avoidance and reaching task of Panda robot
Language: Python - Size: 11.6 MB - Last synced: almost 1 year ago - Pushed: about 2 years ago - Stars: 3 - Forks: 0
oniani/sim-to-real
VGG19 and Other Networks for Scene Classification
Language: Jupyter Notebook - Size: 788 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0