Learning of Long-Horizon Sparse-Reward Robotic Manipulator Tasks with Base Controllers

Guangming Wang, Minjian Xin, Wenhua Wu +2

Deep Reinforcement Learning (DRL) enables robots to perform some intelligent tasks end-to-end. However, there are still many challenges for long-horizon sparse-reward robotic manip…