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.
| Code | Title | Group | Priority | R-IDs | Evaluation | Status | ROI |
|---|---|---|---|---|---|---|---|
| COG-1 | 反事实信用分配 + least-control：把"谁造成了长期关系结果"做成 credit 主线3 actions | COG | P0/M | — | Runnable A/B | PROPOSED | — |
| COG-2 | Social Cognition / ToM owner 学习：belief / intent / feeling / preference 在线维护4 actions | COG | P0/M | — | Runnable A/B | PROPOSED | — |
| COG-3 | Persona / Regime Geometry：regime 与 value drift 的 read-only 几何监控3 actions | COG | P0/S-M | — | Runnable A/B | PROPOSED | — |
| SYS-1 | 基于 CPD (Change Point Detection) 的 $\beta_t$ 涌现切换：用 PE spike + reward shift 无监督检测边界3 actions | SYS | P0/S | — | Runnable A/B | PROPOSED | — |