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Mini Amusement Parks (MAPs): A Testbed for Modelling Business Decisions
MAPs introduces a mini amusement-park simulator benchmarking integrated business decision-making, finding experts outperform state-of-the-art agents by over 11x due to weaknesses in long-horizon planning, sample-efficient learning, and spatial reasoning.
Atlanta Poster Session 1, Wed, Dec 9, 10:00 AM–1:00 PM, Hall C1 · Published 2026
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AI panel: 11 of 20 reviewers recommend it
lenient 5/5
medium 6/10
strict 0/5