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long-horizon reasoning

1 stories tagged “long-horizon reasoning”.

SAGE: Reducing Long-Horizon Reasoning Biases through Topological Guidance

SAGE addresses long-horizon LLM reasoning failures caused by sparse rewards, where plausible local steps can a…

Oct 12, 2026Research

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