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RLVMR: Reinforcement Learning with Verifiable Meta‑Reasoning Rewards for Robust Long‑Horizon Agents
RLVMR adds a verifiable meta-reasoning reward to the environment reward, scoring the agent's reasoning trace so long-horizon agents take fewer semantic shortcuts.