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Dylan Hadfield-Menell reposted
Eugene Vinitsky
@eugenevinitsky.bsky.social
We put our superhuman stratego paper on arxiv almost a year ago. And then, because it was under review at Nature, we just didn't talk about it for a year. And, mostly, no one noticed it existed (as we hoped)! So, a direct lesson in the importance of publicizing your work. arxi…
AI Weekly's analysis
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- A new arXiv paper claims a 'vastly superhuman' Stratego agent trained for 'a few thousand dollars' rather than the millions prior efforts spent.
- The authors credit general-purpose self-play reinforcement learning paired with test-time search adapted for imperfect-information games.
- The abstract frames earlier million-dollar Stratego efforts as having failed to reach top human play, positioning this as a step change in both performance and cost.
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