Learning Bipedal Walking for Humanoid Robots in Challenging Environments with Obstacle Avoidance

Marwan Hamze, Mitsuharu Morisawa, Eiichi Yoshida

Deep reinforcement learning has seen successful implementations on humanoid robots to achieve dynamic walking. However, these implementations have been so far successful in simple…