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Question Ways to Intentionally Create Catastrophic Forgetting?

Discussion in 'ML-Agents' started by wyao0819, Feb 27, 2024.

  1. wyao0819

    wyao0819

    Joined:
    Oct 1, 2019
    Posts:
    4
    I am working on a project through Unity's ML-Agents, and I would like to intentionally create/cause catastrophic forgetting to happen for my agent. I wonder if there are ways to "implement" the catastrophic forgetting, or is it just something that simply happens by chance? I am relatively new to ML and any insights would be greatly appreciated!

    Currently, I plan to set up different training tasks to train my agent sequentially. But I do wonder if there are ways to fine-tune the config file and other setups to achieve the forgetting.