Xiuyu Li
@sheriyuo
Researcher @StepFun_ai | Working on long-horizon tasks | Prev @RUC1937 | Opinions are my own
加入 February 2026
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Tencent HY proposes environment evolution, which builds off-policy lineages of increasingly difficult verified terminal tasks, keeping long-horizon RL signals alive as Qwen3.6 agents improve.
Environment Evolution for Terminal Agents
Paper:
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