Search Results for author: Helei Duan

Found 2 papers, 0 papers with code

Learning Decentralized Multi-Biped Control for Payload Transport

no code implementations25 Jun 2024 Bikram Pandit, Ashutosh Gupta, Mohitvishnu S. Gadde, Addison Johnson, Aayam Kumar Shrestha, Helei Duan, Jeremy Dao, Alan Fern

Payload transport over flat terrain via multi-wheel robot carriers is well-understood, highly effective, and configurable.

Sim-to-Real Learning for Bipedal Locomotion Under Unsensed Dynamic Loads

no code implementations9 Apr 2022 Jeremy Dao, Kevin Green, Helei Duan, Alan Fern, Jonathan Hurst

We show that prior RL policies trained for unloaded locomotion fail for some loads and that simply training in the context of loads is enough to result in successful and improved policies.

Reinforcement Learning (RL)

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