Will a hierarchical RL algorithm be SOTA on any major RL benchmark by 2025?
6
180Ṁ88
resolved Jan 9
Resolved
NO

I'm intentionally being somewhat vague. Certainly if someone released an option-based algorithm that achieved SOTA on Atari that would count. On the flip side an algorithm that achieved SOTA on a benchmark specifically designed to test hierarchical learning wouldn't count.[object Object]

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AFAICT this is not the case for Atari, StarCraft, Minecraft, Nethack, Procgen, any boardgames, or RLbench. Anything I missed?

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