Latest Research in Robot Manipulation and Learning

19 research papers · 2026 median publication year

Top Research Topics in Robot Manipulation and Learning

Highest-Cited Papers

  1. Dynamic Modeling and Stability Analysis of a Leech-Inspired Wall-Climbing Robot
  2. MDIR: A Task-Manifold Impedance Retargeting Method for Contact-Rich Teleoperation
  3. Sliding Sensors: Configurable Confidence in State Estimation for Continuum Robots
  4. Forbidden Region Dynamic Active Constraints in Robot-Assisted Minimally Invasive Surgery (2 citations)
  5. Active Stiffness Control of a Supportive Continuum Robot
  6. Identifying and Exploiting Structure in Robot Co-Design
  7. CoLI: A Reproducible Platform for Continuum Robot Learning via Monolithic 3D Printing and Isomorphic Teleoperation
  8. Physics-Embedded Neural ODEs for Learning Antagonistic Pneumatic Artificial Muscle Dynamics
  9. Asymmetric power distribution highlights hind-limb-dominant drive advantages in a simplified quadruped walker with a compliant torso
  10. A Comprehensive Review of Wall‐Climbing Robots: Environmental Adaptation, Adhesion Mechanism, and Motion Control
  11. From Insect Behavior to Transferable Robot Locomotion: Inferring Embodied Locomotor Principles from Limited Data via Adversarial Inverse Reinforcement Learning
  12. Real-to-real 2D crawling gait learning for a tendon-driven soft caterpillar robot
  13. Compliant Non-Prehensile Pushing Manipulation
  14. Towards Miniature Humanoid Tele-Loco-Manipulation Using Virtual Reality and Reinforcement Learning
  15. AI-Enabled Force and Torque Control for Human Robot Interaction
  16. Quasi-Static Control of Discrete Cosserat Rod
  17. A Model-Based Decoupling Strategy for Proprioception and Contact Sensing in an Architected Soft Manipulator
  18. Knee-inspired continuum robots using antagonistic-blocking strategy for torsional and bending stiffness enhancement
  19. Reconfigurable Design and Optimization‐Based Control of an Integrated Leg‐Arm Robot for Space Applications With an Underactuated Body
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2026 AUG Q2

Robot Manipulation and Learning

19 papers

Top Topics (6)

Robotics10
Soft Robotics and Applications4
Robotic Locomotion and Control2
Robot Manipulation and Learning1
Systems and Control1
Space Satellite Systems and Control1

Top Publications (19)

1.Dynamic Modeling and Stability Analysis of a Leech-Inspired Wall-Climbing Robot2.MDIR: A Task-Manifold Impedance Retargeting Method for Contact-Rich Teleoperation3.Sliding Sensors: Configurable Confidence in State Estimation for Continuum Robots4.Forbidden Region Dynamic Active Constraints in Robot-Assisted Minimally Invasive Surgery2c5.Active Stiffness Control of a Supportive Continuum Robot6.Identifying and Exploiting Structure in Robot Co-Design7.CoLI: A Reproducible Platform for Continuum Robot Learning via Monolithic 3D Printing and Isomorphic Teleoperation8.Physics-Embedded Neural ODEs for Learning Antagonistic Pneumatic Artificial Muscle Dynamics9.Asymmetric power distribution highlights hind-limb-dominant drive advantages in a simplified quadruped walker with a compliant torso10.A Comprehensive Review of Wall‐Climbing Robots: Environmental Adaptation, Adhesion Mechanism, and Motion Control11.From Insect Behavior to Transferable Robot Locomotion: Inferring Embodied Locomotor Principles from Limited Data via Adversarial Inverse Reinforcement Learning12.Real-to-real 2D crawling gait learning for a tendon-driven soft caterpillar robot13.Compliant Non-Prehensile Pushing Manipulation14.Towards Miniature Humanoid Tele-Loco-Manipulation Using Virtual Reality and Reinforcement Learning15.AI-Enabled Force and Torque Control for Human Robot Interaction16.Quasi-Static Control of Discrete Cosserat Rod17.A Model-Based Decoupling Strategy for Proprioception and Contact Sensing in an Architected Soft Manipulator18.Knee-inspired continuum robots using antagonistic-blocking strategy for torsional and bending stiffness enhancement19.Reconfigurable Design and Optimization‐Based Control of an Integrated Leg‐Arm Robot for Space Applications With an Underactuated Body
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