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RL on a fixed task set, or RL from the traffic the agent already serves?

Microsoft's 4B coding agent, trained almost entirely with RL and without a bigger teacher, is offline RL done well: a fixed task set, a reward, a run, a release. What I keep coming back to is what happens after the release, when the agent is serving and the tasks it fails on are the ones nobody put…

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  1. 2026-10-14 13:27 · r/reinforcementlearning
    RL on a fixed task set, or RL from the traffic the agent already serves?

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