Sim-to-real RL training and deployment tools for the Unitree Go1 robot.
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Updated
Jun 16, 2024 - Python
Sim-to-real RL training and deployment tools for the Unitree Go1 robot.
[NeurIPS 2022] 🛒WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
[RSS 2024]: Expressive Whole-Body Control for Humanoid Robots
Suite of PyBullet reinforcement learning environments targeted towards using tactile data as the main form of observation.
[CVPR'22] CrossLoc localization: a cross-modal visual representation learning method for absolute localization
UR10 Reacher Reinforcement Learning Sim2Real Environment for Omniverse Isaac Gym/Sim
reinforcement learning from randomized simulations
Dofbot Reacher Reinforcement Learning Sim2Real Environment for Omniverse Isaac Gym/Sim
Pytorch Implementation of SimGAN: Hybrid Simulator Identification for Domain Adaptation via Adversarial Reinforcement Learning, ICRA 2021
Simulation environments for the CrazyFlie quadrotor: Used for Reinforcement Learning and Sim-to-Real Transfer
DROPO: Sim-to-Real Transfer with Offline Domain Randomization
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 yo…
Sim-to-Real Domain Adaptation for Lane Detection and Classification in Autonomous Driving
Code for paper on ICRA 2022 workshop on Deformable Object Manipulation. In this work we learn keypoints from synthetic data for robotic cloth folding.
Enabling Faster Training of Robust Reinforcement Learning Policies for Soft Robots
Kuka Reacher Reinforcement Learning Sim2Real Environment for Omniverse Isaac Gym/Sim
This repository contains the source code of our paper: Imitation Learning for Generalizable Self-driving Policy with Sim-to-real Transfer.
Hiwin Reacher Reinforcement Learning Sim2Real Environment for Omniverse Isaac Gym/Sim
Implementation of hybrid and monolithic DDPG controllers for obstacle avoidance and reaching task of Panda robot
State Representations as Incentives for Reinforcement Learning Agents: A Sim2Real Analysis on Robotic Grasping
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