Horizon Reduction Makes RL Scalable — mentioned by isaacimagine

Sun, 15 Jun 2025 17:58:11 GMT

TFP: https://arxiv.org/abs/2506.04168 The DT citation [10] is used on a single line, in a paragraph listing prior work, as an "and more". Another paper that uses DTs [53] is also cited in a similar way. The authors do not test or discuss DTs. > hardness of the credit assignment ... data sparsity. That is true, but not the point I'm making. "Bypassing credit assignment", in the context of long-horizon task modeling, is a statement about using attention to allocate long-horizon reward without horizon-reducing discount, not architecture choice. To expand: if I have an environment with a key that…

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Horizon Reduction Makes RL Scalable · HackerPapers discussions

Horizon Reduction Makes RL Scalable — mentioned by isaacimagine