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Taylor Apgar

2 accepted papers

2021

Learning Task Space Actions for Bipedal Locomotion

ICRA 2021poster

Recent work has demonstrated the success of reinforcement learning (RL) for training bipedal locomotion policies for real robots. This prior work, however, has focused on learning joint-coordination controllers based on an objective of following joint trajectories produced by already available contr…

Cited by 62SourceScholar
2018

Fast Online Trajectory Optimization for the Bipedal Robot Cassie

RSS 2018poster

We apply fast online trajectory optimization for multi-step motion planning to Cassie, a bipedal robot designed to exploit natural spring-mass locomotion dynamics using lightweight, compliant legs. Our motion planning formulation simultaneously optimizes over center of mass motion, footholds, and ce…

Cited by 190SourcePDFScholar