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Yoav Artzi 5/13/2025
Very simple, and very elegant approach to train LMs that have better planning ability. Interesting results, a lot to think about in terms of scaling.
The Belief State TransformerEdward S. Hu, Kwangjun Ahn, Qinghua Liu, Haoran Xu, Manan Tomar, Ada Langford, Dinesh Jayaraman, Alex Lamb, John Langfordarxiv.org