RoboManipBaselines : Software that integrates various imitation learning methods and benchmark task environments to provide baselines for robot manipulation

🌍 Environments for robot manipulation

🧰 Various tasks

Cable

Ring

Particle

Cloth

🦾 Various robots

UR5e

xArm7

ALOHA

HSR

Unitree G1

🎥 Real world and various simulators

Real UR5e

Real xArm7

Isaac Gym

MuJoCo

📦 Data

📂 Demonstration datasets

🧠 Learned parameters

📊 Evaluation results

📈 Benchmarked performance

Citation

You can cite this work with:

@article{RoboManipBaselines_Murooka_2025,
            title={RoboManipBaselines: A Unified Framework for Imitation Learning in Robotic Manipulation across Real and Simulated Environments},
            author={Murooka, Masaki and Motoda, Tomohiro and Nakajo, Ryoichi and Oh, Hanbit and Makihara, Koshi and Shirai, Keisuke and Domae, Yukiyasu},
            journal={arXiv preprint arXiv:2509.17057},
            year={2025}
          }