Reinforcement Learning

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A deep read of arXiv:2609.29892 Qwen-Planner-Agent—human-gated data flywheel, CARE hybrid-environment agentic RL, and model–harness co-evolution—with checked MobilePA-Bench Overall 77.05 and CARE −32.5% output tokens, set against Jev-Mobile and Growing Harness on this site.

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A deep-dive technical guide into Xiaomi MiMo-v2.6 reinforcement learning training metrics, categorizing 2000+ metrics across Actor, Critic, DynSam, Timing, and tracing dashboard notifications to hard data evidence.