For example, experience replay can be used to remind the agent of 'good' molecules or a margin guard can be employed to dynamically change α durin RL updates. We believe AHC is a more direct, principled approach to improve sample-efficiency and could even be used in combination with these tricks to further improve sample-efficiency.