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A Sim-to-Real Pipeline for Deep Reinforcement Learning for Autonomous Robot Navigation in Cluttered Rough Terrain.

Han HuKaicheng ZhangAaron Hao TanMichael RuanChristopher AgiaGoldie Nejat
Published in: IEEE Robotics Autom. Lett. (2021)
Keyphrases
  • reinforcement learning
  • rough terrain
  • autonomous robot navigation
  • learning algorithm
  • state space
  • real time
  • three dimensional
  • least squares
  • reinforcement learning algorithms