How does Your RL Agent Explore? An Optimal Transport Analysis of Occupancy Measure Trajectories

Reabetswe M. Nkhumise, Debabrota Basu, Tony J. Prescott +1

The rising successes of RL are propelled by combining smart algorithmic strategies and deep architectures to optimize the distribution of returns and visitations over the state-act…