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Auction Arena
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The project page for the Auction Arena.
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Auction Arena
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Auction Arena
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2026-02-25 19:20:06
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Auction Arena Auction Arena Auction Arena Home Resources Abstract About Authors Acknowledgements Citation Contact Light Dark Automatic 🔨 Auction Arena 👋 Hi, there! This is the project page for our paper: “ Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena ”. AucArena Code Code for running demo and experiments in the paper. AucArena Demo Interactive demo to play with, for humans and AI. AucArena Paper Everything you need to know about our work. Abstract Can Large Language Models (LLMs) simulate human behavior in complex environments? LLMs have recently been shown to exhibit advanced reasoning skills but much of NLP evaluation still relies on static benchmarks. Answering this requires evaluation environments that probe strategic reasoning in competitive, dynamic scenarios that involve long-term planning. We introduce AucArena, a novel simulation environment for evaluating LLMs ...
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