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Shanghua Wen

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Open access Aug 2026

AGTA: Topology-Aware Sequential Decision-Making in Multi-Agent Reinforcement Learning

Action Generation with Topology Awareness (AGTA), a topology-aware sequential decision-making framework in MARL that integrates inter-agent correlation modeling with topology-guided decision-order optimization, and outperforms the state-of-the-art counterparts.

Kun Hu, Shanghua Wen, Wendi Wu et al. · 0 citations