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Shivam Sood

2 accepted papers

2024

DecAP : Decaying Action Priors for Accelerated Imitation Learning of Torque-Based Legged Locomotion Policies

IROS 2024poster

Optimal Control for legged robots has gone through a paradigm shift from position-based to torque-based control, owing to the latter’s compliant and robust nature. In parallel to this shift, the community has also turned to Deep Reinforcement Learning (DRL) as a promising approach to directly learn…

Cited by 0SourcecodeScholar
2023

Force control for Robust Quadruped Locomotion: A Linear Policy Approach

ICRA 2023poster

This work presents a simple linear policy for direct force control for quadrupedal robot locomotion. The motivation is that force control is essential for highly dynamic and agile motions. We learn a linear policy to generate end-foot trajectory parameters and a centroidal wrench, which is then dist…

Cited by 6SourceScholar