MARL detector repairs adversarial attacks in energy forecasting
MARL detector and signal repair achieve F1 score above 0.91 and reduce error by up to 83% with low latency.
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Stories tagged #marl
Improving LLM Collaboration via Multi-Agent Preference Learning
MAPL improves multi-agent LLM collaboration by learning from preferences instead of hard-to-specify joint rewards.
HySTAR: Anchored Hypergraphs for Stable Credit Assignment in Cooperative Multi-Agent Reinforcement Learning
HySTAR anchors a fixed hypergraph so cooperative MARL assigns credit without structural target drift.