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Actor-attention-critic for multi-agent reinforcement learning.International Conference on Machine Learning

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cs.LG 1

years

2026 1

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UNVERDICTED 1

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Scalable Neighborhood-Based Multi-Agent Actor-Critic

cs.LG · 2026-04-20 · unverdicted · novelty 6.0

MADDPG-K scales centralized critics in multi-agent RL by limiting each critic to k-nearest neighbors under Euclidean distance, yielding constant input size and competitive performance.

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  • Scalable Neighborhood-Based Multi-Agent Actor-Critic cs.LG · 2026-04-20 · unverdicted · none · ref 13

    MADDPG-K scales centralized critics in multi-agent RL by limiting each critic to k-nearest neighbors under Euclidean distance, yielding constant input size and competitive performance.