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Whi Kwon edited this page Mar 24, 2019 · 11 revisions

Introduction

Environment

  • ROS
  • Real
    • OpenManipulator
  • Simulation
    • gym
    • gazebo

Reinforcement Learning

  • SAC
  • TD3
  • fD
  • HER
  • PER
  • Domain randomization
  • Sim2Real

Robotics

  • OpenManipulator controller
  • Manually designed controller

Continuous Integration

  • Git
  • Docker
  • wandb

References

KAIR

RL Algorithms

Simulator

OpenManipulator

  • Setup
  • Default Controller
  • Demo Controller

Sim2Real

  • Domain Randomization

Misc

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