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Taming "Zombie'' Agents: A Markov State-Aware Framework for Resilient Multi-Agent Evolution

arXiv cs.CL · 2026-05-19 Cached

Introduces AgentRevive, a Markov state-aware framework for resilient multi-agent collaboration that uses soft state transitions (Active, Standby, Terminated) to prevent premature pruning of agents that may recover, reducing token consumption while improving performance on reasoning and domain tasks.

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