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Learning Modular Robot Control Policies
v1v2 (latest)

Learning Modular Robot Control Policies

IEEE Transactions on robotics (TRO), 2021
20 May 2021
Julian Whitman
Matthew Travers
Howie Choset
ArXiv (abs)PDFHTML

Papers citing "Learning Modular Robot Control Policies"

18 / 18 papers shown
MS-PPO: Morphological-Symmetry-Equivariant Policy for Legged Robot Locomotion
MS-PPO: Morphological-Symmetry-Equivariant Policy for Legged Robot Locomotion
Sizhe Wei
Xulin Chen
Fengze Xie
Garrett E. Katz
Zhenyu Gan
Lu Gan
60
0
0
30 Nov 2025
Toward Humanoid Brain-Body Co-design: Joint Optimization of Control and Morphology for Fall Recovery
Toward Humanoid Brain-Body Co-design: Joint Optimization of Control and Morphology for Fall Recovery
Bo Yue
Sheng Xu
Kui Jia
Guiliang Liu
AI4CE
162
1
0
25 Oct 2025
Multi-Modal Decentralized Reinforcement Learning for Modular Reconfigurable Lunar Robots
Multi-Modal Decentralized Reinforcement Learning for Modular Reconfigurable Lunar Robots
Ashutosh Mishra
S. Santra
Elian Neppel
Edoardo M. Rossi Lombardi
Shamistan Karimov
Kentaro Uno
Kazuya Yoshida
105
0
0
23 Oct 2025
One Policy to Run Them All: an End-to-end Learning Approach to Multi-Embodiment Locomotion
One Policy to Run Them All: an End-to-end Learning Approach to Multi-Embodiment LocomotionConference on Robot Learning (CoRL), 2024
Nico Bohlinger
Grzegorz Czechmanowski
Maciej Krupka
Piotr Kicki
Krzysztof Walas
Jan Peters
Davide Tateo
466
37
0
10 Sep 2024
MeMo: Meaningful, Modular Controllers via Noise Injection
MeMo: Meaningful, Modular Controllers via Noise Injection
Megan Tjandrasuwita
Jie Xu
Armando Solar-Lezama
Wojciech Matusik
294
1
0
24 May 2024
Potentials of the Metaverse for Robotized Applications in Industry 4.0
  and Industry 5.0
Potentials of the Metaverse for Robotized Applications in Industry 4.0 and Industry 5.0
E. Kaigom
282
5
0
31 Mar 2024
CafkNet: GNN-Empowered Forward Kinematic Modeling for Cable-Driven
  Parallel Robots
CafkNet: GNN-Empowered Forward Kinematic Modeling for Cable-Driven Parallel Robots
Zeqing Zhang
Linhan Yang
Cong Sun
Weiwei Shang
Jia Pan
233
4
0
28 Feb 2024
COMPOSER: Scalable and Robust Modular Policies for Snake Robots
COMPOSER: Scalable and Robust Modular Policies for Snake RobotsIEEE International Conference on Robotics and Automation (ICRA), 2023
Yuyou Zhang
Yaru Niu
Xingyu Liu
Ding Zhao
188
5
0
02 Oct 2023
Learning Modular Robot Locomotion from Demonstrations
Learning Modular Robot Locomotion from Demonstrations
Julian Whitman
Howie Choset
212
1
0
31 Oct 2022
Learning Modular Robot Visual-motor Locomotion Policies
Learning Modular Robot Visual-motor Locomotion PoliciesIEEE International Conference on Robotics and Automation (ICRA), 2022
Julian Whitman
Howie Choset
232
1
0
31 Oct 2022
Sample Efficient Dynamics Learning for Symmetrical Legged
  Robots:Leveraging Physics Invariance and Geometric Symmetries
Sample Efficient Dynamics Learning for Symmetrical Legged Robots:Leveraging Physics Invariance and Geometric SymmetriesIEEE International Conference on Robotics and Automation (ICRA), 2022
Jee-eun Lee
Jaemin Lee
T. Bandyopadhyay
Luis Sentis
DRL
218
6
0
13 Oct 2022
DMAP: a Distributed Morphological Attention Policy for Learning to
  Locomote with a Changing Body
DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing BodyNeural Information Processing Systems (NeurIPS), 2022
A. Chiappa
Alessandro Marin Vargas
Alexander Mathis
210
12
0
28 Sep 2022
Neural Approaches to Co-Optimization in Robotics
Neural Approaches to Co-Optimization in Robotics
Charles B. Schaff
226
1
0
01 Sep 2022
REvolveR: Continuous Evolutionary Models for Robot-to-robot Policy
  Transfer
REvolveR: Continuous Evolutionary Models for Robot-to-robot Policy TransferInternational Conference on Machine Learning (ICML), 2022
Xingyu Liu
Deepak Pathak
Kris Kitani
326
23
0
10 Feb 2022
Soft Robots Learn to Crawl: Jointly Optimizing Design and Control with
  Sim-to-Real Transfer
Soft Robots Learn to Crawl: Jointly Optimizing Design and Control with Sim-to-Real Transfer
Charles B. Schaff
Audrey Sedal
Matthew R. Walter
161
30
0
09 Feb 2022
Malleable Agents for Re-Configurable Robotic Manipulators
Malleable Agents for Re-Configurable Robotic Manipulators
Athindran Ramesh Kumar
Gurudutt Hosangadi
357
0
0
04 Feb 2022
Learning Robot Structure and Motion Embeddings using Graph Neural
  Networks
Learning Robot Structure and Motion Embeddings using Graph Neural Networks
J. Kim
Jeongeun Park
Sungjoon Choi
Sehoon Ha
178
13
0
15 Sep 2021
Generalization in Transfer Learning
Generalization in Transfer LearningRobotica (Cambridge. Print) (RCP), 2019
S. E. Ada
Emre Ugur
H. L. Akin
167
24
0
03 Sep 2019
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