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Hao Tang retweeted
AI models appear to mimic the real world. But how can we tell if they truly understand it? Excited to announce the ICML 2025 Workshop on Assessing World Models! Working on related questions? Submit a paper (max. 4 pages) by May 20!
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Will be at NeurIPS until Sunday. Looking forward to meeting all friends!
Will be at NeurIPS until Sunday. Looking forward to meeting all friends!
Hao Tang retweeted
WorldCoder (Hao Tang+Darren Key) interacts with an environment, and writes Python code to model its transition function haotang1995.github.io/projects/world… It explores the environment by creating reward functions its world model thinks are feasible, then planning to achieve them. Learning…
Hao Tang retweeted
Last, Hao Tang's other paper: REx! This paper happened because we needed to scale WorldCoder to generate 250+ line programs. It uses Thompson Sampling to explore a tree of potential programs that are iteratively improved by LLMs. REx is a simple algorithm (~10 LoC) that…
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