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Raghav Soni

2 accepted papers

2023

End-to-End Reinforcement Learning for Torque Based Variable Height Hopping

IROS 2023poster

Legged locomotion is arguably the most suited and versatile mode to deal with natural or unstructured terrains. Intensive research into dynamic walking and running controllers has recently yielded great advances, both in the optimal control and reinforcement learning (RL) literature. Hopping is a ch…

Cited by 7SourcecodeScholar
2023

MELP: Model Embedded Linear Policies for Robust Bipedal Hopping

IROS 2023poster

Linear policies are the simplest class of policies that can achieve stable bipedal walking behaviors in both simulation and hardware. However, a significant challenge in deploying them widely is the difficulty in extending them to more dynamic behaviors like hopping and running. Therefore, in this w…

Cited by 1SourceScholar