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Context-aware sparse deep coordination graphs

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cs.LG 1

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2024 1

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Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning

cs.LG · 2024-04-17 · unverdicted · novelty 6.0

GACG infers a coordination graph capturing both pair and group dependencies for information exchange in MARL, adds a group distance loss for consistency, and reports superior performance on StarCraft II micromanagement tasks.

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  • Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning cs.LG · 2024-04-17 · unverdicted · none · ref 26

    GACG infers a coordination graph capturing both pair and group dependencies for information exchange in MARL, adds a group distance loss for consistency, and reports superior performance on StarCraft II micromanagement tasks.