A review: Robust locomotion for biped humanoid robots

Y ** for humanoid robots using reinforcement learning: Application to standing push recovery on the exoskeleton atalante
A Duburcq, F Schramm, G Boéris… - 2022 IEEE/RSJ …, 2022 - ieeexplore.ieee.org
State-of-the-art reinforcement learning is now able to learn versatile locomotion, balancing
and push-recovery capabilities for bipedal robots in simulation. Yet, the reality gap has …

Emergence of human-comparable balancing behaviours by deep reinforcement learning

C Yang, T Komura, Z Li - 2017 IEEE-RAS 17th International …, 2017 - ieeexplore.ieee.org
This paper presents a hierarchical framework based on deep reinforcement learning that
naturally acquires control policies that are capable of performing balancing behaviours such …