Lena M. Kirchner

Hierarchical Model-Based Reinforcement Learning for Dexterous Robotic Manipulation With Sparse Binary Rewards

This study investigates hierarchical model-based reinforcement learning for dexterous 7-DoF robotic arm manipulation under sparse binary success rewards within the context of robot learning and deep reinforcement learning, an area of growing scientific importance given its implications for autonomous warehouse logistic...