Marco Ojer De Andres

Reinforcement Learning for 4-Finger-Gripper Manipulation

In the framework of robotics, Reinforcement Learning (RL) deals with the learning of a task by the robot itself. This paper presents a hierarchical-planning approach in which the robot learns the optimal behavior for different levels in a decoupled way. For high-level discrete actions, Q-learning wa…