[P] Imitation Learning (+RL) in Super Smash Bros Melee for Humanlike Agents

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  • phillip

    The SSBM "Phillip" AI.

  • Project Nabla is an AI trained with deep neural networks using behavioral cloning and deep reinforcement learning self-play, similar to AlphaStar. It is enabled by the recent launch of a suite of software tools for the game known as "Slippi" which allow for us to save human replays. We train on a subset of ~100k tournament games. It is similar to the older Phillip project, which did not have the benefit of Slippi when it was created (and doesn't use any human replays).

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