Research catalog

The 43 VolvenceZero research candidates imported from docs/moving forward/探索方向.md. Each candidate carries adoptable suggestions that can be turned into plugins + A/B runs.

CodeTitleGroupPriorityR-IDsEvaluationStatusROI
DM-1PE 输出从 scalar 升级为 distribution3 actionsDMSpec-levelPROPOSED
DM-2z_t 接口采用 successor-feature behavior basis3 actionsDMSpec-levelPROPOSED
DM-3regime trigger 用 interest function 替代 hard-coded3 actionsDMSpec-levelPROPOSED
DM-4ModificationGate 必须 anchor 在 verifiable evaluation3 actionsDMSpec-levelPROPOSED
DM-5background-slow 反思引入 imagination rollout4 actionsDMSpec-levelPROPOSED
DM-6episodic→persistent 晋升用 meta-learned data value3 actionsDMSpec-levelPROPOSED
DM-7evaluation 引入"代际比较"作为开放任务的进步度量3 actionsDMSpec-levelPROPOSED