Search Results for author: Dongho Kang

Found 2 papers, 1 papers with code

Tuning Legged Locomotion Controllers via Safe Bayesian Optimization

1 code implementation12 Jun 2023 Daniel Widmer, Dongho Kang, Bhavya Sukhija, Jonas Hübotter, Andreas Krause, Stelian Coros

This paper presents a data-driven strategy to streamline the deployment of model-based controllers in legged robotic hardware platforms.

Bayesian Optimization Efficient Exploration

RL + Model-based Control: Using On-demand Optimal Control to Learn Versatile Legged Locomotion

no code implementations29 May 2023 Dongho Kang, Jin Cheng, Miguel Zamora, Fatemeh Zargarbashi, Stelian Coros

These reference motions serve as targets for the RL policy to imitate, leading to the development of robust control policies that can be learned with reliability.

Reinforcement Learning (RL)

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