Potential-Field Action Representation for Reinforcement Learning in Contact-Rich Manipulation

Xinyu Liu, Gökhan Solak, Arash Ajoudani

Model-free reinforcement learning can acquire contact-rich robotic manipulation skills through trial-and-error interaction, but it often requires the policy to learn both task stra…