Publications that use Hebi robots

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jwhitman
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Publications that use Hebi robots

Post by jwhitman » Thu Dec 03, 2020 4:43 pm

I've noticed a few recent papers that use Hebi robots, and think it would be interesting to keep a list of such papers.
This could help to gauge what the state of the art control methods and their performance.
A few that I have seen:

Mueller-Sim, Tim, et al. "The Robotanist: a ground-based agricultural robot for high-throughput crop phenotyping." 2017 IEEE International Conference on Robotics and Automation (ICRA). IEEE, 2017.
Friesen, Jeffrey M., et al. "A tensegrity-inspired compliant 3-DOF compliant joint." 2018 IEEE International Conference on Robotics and Automation (ICRA). IEEE, 2018.
Whitman, Julian, and Howie Choset. "Task-specific manipulator design and trajectory synthesis." IEEE Robotics and Automation Letters 4.2 (2018): 301-308.
Tian, Nan, et al. "A fog robotic system for dynamic visual servoing." 2019 International Conference on Robotics and Automation (ICRA). IEEE, 2019.
Whitman, Julian, et al. "Modular Robot Design Synthesis with Deep Reinforcement Learning." AAAI. 2020.
Hafner, Roland, et al. "Towards General and Autonomous Learning of Core Skills: A Case Study in Locomotion." arXiv preprint arXiv:2008.12228 (2020).
Antonova, Rika, et al. "Bayesian optimization in variational latent spaces with dynamic compression." Conference on Robot Learning. PMLR, 2020.
Li, Tianyu, et al. "Planning in Learned Latent Action Spaces for Generalizable Legged Locomotion." arXiv preprint arXiv:2008.11867 (2020).
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Re: Publications that use Hebi robots

Post by jwhitman » Fri Feb 05, 2021 2:07 pm

Here's another batch of newer papers I've found using Hebi modules:

Luck, Kevin Sebastian, Heni Ben Amor, and Roberto Calandra. "Data-efficient co-adaptation of morphology and behaviour with deep reinforcement learning." Conference on Robot Learning. PMLR, 2020.
Yang, Shuo, et al. "State estimation for legged robots using contact-centric leg odometry." arXiv preprint arXiv:1911.05176 (2019).
Orekhov, Andrew L., et al. "Towards collaborative robots with sensory awareness: preliminary results using multi-modal sensing." Proceedings of the ICRA-2019 (2019).
Johnston, Garrison LH, Andrew L. Orekhov, and Nabil Simaan. "Kinematic Modeling and Compliance Modulation of Redundant Manipulators Under Bracing Constraints." 2020 IEEE International Conference on Robotics and Automation (ICRA). IEEE, 2020.
Kuo, Cheng-Yu, Yunduan Cui, and Takamitsu Matsubara. "Sample-and-computation-efficient Probabilistic Model Predictive Control with Random Features." 2020 IEEE International Conference on Robotics and Automation (ICRA). IEEE, 2020.
Kuo, Cheng-Yu, et al. "Uncertainty-aware Contact-safe Model-based Reinforcement Learning." arXiv preprint arXiv:2010.08169 (2020).
Ke, Liyiming, et al. "Telemanipulation with chopsticks: Analyzing human factors in user demonstrations." arXiv preprint arXiv:2008.00101 (2020).
Truong, Joanne, et al. "Learning Navigation Skills for Legged Robots with Learned Robot Embeddings." arXiv preprint arXiv:2011.12255 (2020).
Raza, Fahad, Dai Owaki, and Mitsuhiro Hayashibe. "Modeling and Control of a Hybrid Wheeled Legged Robot: Disturbance Analysis." 2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM). IEEE, 2020.
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Re: Publications that use Hebi robots

Post by dave_rollinson » Mon Feb 08, 2021 9:38 am

This is awesome! Thanks!
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Re: Publications that use Hebi robots

Post by jwhitman » Mon Sep 26, 2022 12:03 pm

I still find it interesting to look at all the different research that uses Hebi modules. The ever-increasing number of authors using them makes it difficult to track all of them these days, but here is another batch, in no particular order, (I have not read them all):


Zhang, Baohe, et al. "On the importance of hyperparameter optimization for model-based reinforcement learning." International Conference on Artificial Intelligence and Statistics. PMLR, 2021.
Johnston, Garrison LH, Andrew L. Orekhov, and Nabil Simaan. "Kinematic modeling and compliance modulation of redundant manipulators under bracing constraints." 2020 IEEE International Conference on Robotics and Automation (ICRA). IEEE, 2020.

Orekhov, Andrew L., G. L. Johnston, Colette Abah, Howie Choset, and Nabil Simaan. "Towards collaborative robots with sensory awareness: preliminary results using multi-modal sensing." Proceedings of the ICRA-2019 (2019).

Campos, Thais, and Hadas Kress-Gazit. "Synthesizing modular manipulators for tasks with time, obstacle, and torque constraints." arXiv preprint arXiv:2106.09487 (2021).

Campos de Almeida, Thais, Samhita Marri, and Hadas Kress-Gazit. "Automated synthesis of modular manipulators’ structure and control for continuous tasks around obstacles." Robotics: Science and Systems 2020 (2020).

Luck, Kevin Sebastian, Heni Ben Amor, and Roberto Calandra. "Data-efficient co-adaptation of morphology and behaviour with deep reinforcement learning." Conference on Robot Learning. PMLR, 2020.

Li, T., Calandra, R., Pathak, D., Tian, Y., Meier, F., & Rai, A. (2021). Planning in learned latent action spaces for generalizable legged locomotion. IEEE Robotics and Automation Letters, 6(2), 2682-2689.

Truong, J., Yarats, D., Li, T., Meier, F., Chernova, S., Batra, D., & Rai, A. (2021, September). Learning navigation skills for legged robots with learned robot embeddings. In 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (pp. 484-491). IEEE.

Mueller-Sim, Tim, Merritt Jenkins, Justin Abel, and George Kantor. "The Robotanist: A ground-based agricultural robot for high-throughput crop phenotyping." In 2017 IEEE international conference on robotics and automation (ICRA), pp. 3634-3639. IEEE, 2017.

Tian, N., Tanwani, A. K., Chen, J., Ma, M., Zhang, R., Huang, B., ... & Sojoudi, S. (2019, May). A fog robotic system for dynamic visual servoing. In 2019 International Conference on Robotics and Automation (ICRA) (pp. 1982-1988). IEEE.

Silva, C., Vongkulbhisal, J., Marques, M., Costeira, J. P., & Veloso, M. (2017, September). Feedbot-a robotic arm for autonomous assisted feeding. In EPIA Conference on Artificial Intelligence (pp. 486-497). Springer, Cham.

Ke, L., Kamat, A., Wang, J., Bhattacharjee, T., Mavrogiannis, C., & Srinivasa, S. S. (2020, January). Telemanipulation with chopsticks: Analyzing human factors in user demonstrations. In 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (pp. 11539-11546). IEEE.

Cortez, W. S., Verginis, C. K., & Dimarogonas, D. V. (2021, May). Safe, passive control for mechanical systems with application to physical human-robot interactions. In 2021 IEEE International Conference on Robotics and Automation (ICRA) (pp. 3836-3842). IEEE.

Raza, Fahad, and Mitsuhiro Hayashibe. "Towards robust wheel-legged biped robot system: Combining feedforward and feedback control." In 2021 IEEE/SICE International Symposium on System Integration (SII), pp. 606-612. IEEE, 2021.

Raza, Fahad, Dai Owaki, and Mitsuhiro Hayashibe. "Modeling and control of a hybrid wheeled legged robot: Disturbance analysis." In 2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), pp. 466-473. IEEE, 2020.

Silva, Bhanuka, and Navinda Kottege. "Accessible Torque Bandwidth of a Series Elastic Actuator Considering the Thermodynamic Limitations." arXiv preprint arXiv:2011.06217 (2020).

Kuo, Cheng-Yu, Yunduan Cui, and Takamitsu Matsubara. "Sample-and-computation-efficient probabilistic model predictive control with random features." In 2020 IEEE International Conference on Robotics and Automation (ICRA), pp. 307-313. IEEE, 2020.

Kuo, Cheng-Yu, Andreas Schaarschmidt, Yunduan Cui, Tamim Asfour, and Takamitsu Matsubara. "Uncertainty-aware contact-safe model-based reinforcement learning." IEEE Robotics and Automation Letters 6, no. 2 (2021): 3918-3925.

Hidaka, Yuki, Teppei Tsujita, and Satoko Abiko. "Drop impact analysis and shock absorbing motion of a life-sized one-legged robot with soft outer shells and a flexible joint." In 2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), pp. 928-933. IEEE, 2020.

Hafner, Roland, Tim Hertweck, Philipp Klöppner, Michael Bloesch, Michael Neunert, Markus Wulfmeier, Saran Tunyasuvunakool, Nicolas Heess, and Martin Riedmiller. "Towards general and autonomous learning of core skills: A case study in locomotion." arXiv preprint arXiv:2008.12228 (2020).

de Cos, Carlos Rodriguez, and Dimos V. Dimarogonas. "Adaptive Cooperative Control for Human-Robot Load Manipulation." IEEE Robotics and Automation Letters 7, no. 2 (2022): 5623-5630.

Masaoka, Shinichi, Yuki Funabora, and Shinji Doki. "Basic Verification of Contact Force-Based Control with Full Body-Worn Assistive Robot." In 2022 IEEE/SICE International Symposium on System Integration (SII), pp. 144-149. IEEE, 2022.

Zhu, Wei, Fahad Raza, and Mitsuhiro Hayashibe. "Reinforcement Learning based Hierarchical Control for Path Tracking of a Wheeled Bipedal Robot with Sim-to-Real Framework." In 2022 IEEE/SICE International Symposium on System Integration (SII), pp. 40-46. IEEE, 2022.

AlAttar, Ahmad, Digby Chappell, and Petar Kormushev. "Kinematic-Model-Free Predictive Control for Robotic Manipulator Target Reaching With Obstacle Avoidance." Frontiers in Robotics and AI 9 (2022).
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