How the level sampling process impacts zero-shot generalisation in deep reinforcement learning

Samuel Garcin, James Doran, Shangmin Guo +2

A key limitation preventing the wider adoption of autonomous agents trained via deep reinforcement learning (RL) is their limited ability to generalise to new environments, even wh…