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Synthesizing the optimal gait of a quadruped robot with soft actuators using deep reinforcement learning.

Qinglei JiShuo FuKaige TanSeshagopalan Thorapalli MuralidharanKarin LagreliusDavid DaneliaGeorgios AndrikopoulosXi Vincent WangLihui WangLei Feng
Published in: Robotics Comput. Integr. Manuf. (2022)
Keyphrases
  • quadruped robot
  • reinforcement learning
  • optimal control
  • dynamic programming
  • legged robots
  • rough terrain
  • learning algorithm
  • state space
  • neural network
  • machine learning
  • control system
  • fuzzy logic
  • motion analysis