Joseph Humphreys
Papers
8
Total Citations
80
H-Index
6
About
Joseph Humphreys is a leading roboticist whose research lies at the intersection of whole-body control, bio-inspired locomotion, and teleoperation for legged mobile manipulators. His most influential work introduces an inverse dynamics-based whole-body controller for torque-controlled quadruped manipulators, enabling seamless coordination of locomotion and manipulation while rejecting disturbances—a fundamental challenge in the field. This paper has garnered 16 citations. Humphreys has also made significant contributions to gait generation, developing bio-inspired strategies that allow quadruped robots to transition between gaits optimally, analogous to animal locomotion, and leveraging adversarial motion priors to teach quadrupeds to walk bipedally. His work on standardized evaluation schemes for teleoperation interfaces provides a crucial framework for deploying mobile manipulators in hazardous environments. With over 80 total citations across his key publications, Humphreys’ research is shaping the next generation of versatile, field-ready legged robots. His recent survey on deep reinforcement learning for bipedal locomotion further cements his role as a thought leader, synthesizing the field’s progress toward unified control frameworks.
Research Focus
Key Achievements
Top Papers
- 1Whole-Body Control for a Torque-Controlled Legged Mobile Manipulator16 citations · 2022
- 2Bio-Inspired Gait Transitions for Quadruped Locomotion16 citations · 2023
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- 5Benchmarking Dynamic Balancing Controllers for Humanoid Robots7 citations · 2022
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