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Alper Demir, Hüseyin Aydın, Kale-ab Abebe Tessera, David Abel, Stefano V · 2026 · arXiv 2602.15407

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cs.MA 1

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2026 1

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UNVERDICTED 1

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$\alpha$-fair heterogeneous agent reinforcement learning

cs.MA · 2026-06-11 · unverdicted · novelty 4.0

Introduces α-fair HATRPO and HAPPO algorithms that integrate α-fairness into HATRL via a weighted advantage function while claiming to preserve convergence to Nash equilibria.

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  • $\alpha$-fair heterogeneous agent reinforcement learning cs.MA · 2026-06-11 · unverdicted · none · ref 3

    Introduces α-fair HATRPO and HAPPO algorithms that integrate α-fairness into HATRL via a weighted advantage function while claiming to preserve convergence to Nash equilibria.