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TMAS: Scaling Test-Time Compute via Multi-Agent Synergy

cs.AI · 2026-05-11 · conditional · novelty 6.0 · 2 refs

TMAS is a new multi-agent synergy framework with experience and guideline banks plus hybrid-reward RL that delivers stronger iterative test-time scaling than prior structured methods on reasoning benchmarks.

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  • TMAS: Scaling Test-Time Compute via Multi-Agent Synergy cs.AI · 2026-05-11 · conditional · none · ref 31 · 2 links

    TMAS is a new multi-agent synergy framework with experience and guideline banks plus hybrid-reward RL that delivers stronger iterative test-time scaling than prior structured methods on reasoning benchmarks.