Shapley Machine reshapes rewards and TD targets so per-agent value functions approximately satisfy the Shapley axioms, and it beats the prior POAM baseline in several NAHT test environments.
Hola-drone: Hypergraphic open-ended learning for zero-shot multi-drone cooperative pursuit, 2024
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Shapley Machine: A Game-Theoretic Framework for N-Agent Ad Hoc Teamwork
Shapley Machine reshapes rewards and TD targets so per-agent value functions approximately satisfy the Shapley axioms, and it beats the prior POAM baseline in several NAHT test environments.