Sup Daksh thanks for the food for thought. Have you seen this from NIPPS last year where they were using this experience replay approach combined with RL. https://papers.nips.cc/paper/8327-experience-replay-for-continual-learning

How do you think these strategies for dealing with catastrophic forgetting can be compared and placed in a similar scenario? Thanks for the food for thought!