Assistant Games are an interesting area of ML research.
- Assistant Games are an interesting area of ML research.
- Most models have a baked in reward function.
- Assistant games try to infer what the user wants to do, based on their actions, and then help them do it.
- Like an ebike.
- Each action the user does helps update the model's priors about what the user's goals might be (or definitely are not).
- Instead of a baked in reward function, they have a floating reward.
- They're much harder to do, but potentially valuable.