most citedEvaluating Robustness of Large Audio Language Models to Audio Injection: An Empirical Study

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cs.LG2026

From Imitation to Reward Discovery: On-Policy Warmup for Agentic RL

Yitong Qiao, Tiantian He, Lei Liu +4

Reinforcement learning with a verifiable reward (RLVR) offers a scalable approach to training language-model agents, yet sparse outcome rewards can leave early training with little…