Sample-Efficient Reinforcement Learning with Symmetry-Guided Demonstrations for Robotic Manipulation

Amir M. Soufi Enayati, Zengjie Zhang, Kashish Gupta +1

Reinforcement learning (RL) suffers from low sample efficiency, particularly in high-dimensional continuous state-action spaces of complex robotic manipulation tasks. RL performanc…