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cs.GT 1

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2026 1

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Coalition Free Energy and Adaptive Precision in Multi-Agent Cooperation

cs.GT · 2026-05-25 · unverdicted · novelty 6.0

The paper introduces the GT-FEP variational framework deriving a non-monotonic Shapley-value vs. precision relationship and proposes the APC adaptive algorithm that performs comparably to tuned fixed precision on real trajectory datasets without prior tuning.

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  • Coalition Free Energy and Adaptive Precision in Multi-Agent Cooperation cs.GT · 2026-05-25 · unverdicted · none · ref 8

    The paper introduces the GT-FEP variational framework deriving a non-monotonic Shapley-value vs. precision relationship and proposes the APC adaptive algorithm that performs comparably to tuned fixed precision on real trajectory datasets without prior tuning.