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Finding
Make NaN/missing-measurement handling consistent across KF/EKF/UKF in kalman_filter.py:554 — standard KF marks NaN
innovations but EKF/UKF leave zeros
Evidence
- Location: src/data_processing/data_processor/python/data_processor/core/kalman_filter.py:554 ...
assessment
criterion:B
decoupling
documentation
priority:medium
source:assessment
Part of #264 — ML integration: Strategy A - live MOVE.
Deliverable: 1 komodobot + 3 Frogbot mates vs 4 Frogbot on dm3; full scorecard.
Depends on: #292,#293,#287,#288
Verify (slutkriterium): Composite ...
bot-program
labdevelopment
ml-integration
Part of #264 — ML integration: Strategy A - live MOVE.
Deliverable: Prove the 4v4 team verb actually splits 8 bots before R5.
Depends on: #290
Verify (slutkriterium): damage.matrix: enemy damage present, ...
bot-program
labdevelopment
ml-integration
Finding
Deduplicate the Gaussian log-likelihood block across KF/EKF/UKF in kalman_filter.py:438 — the same slogdet+inv formula
is copy-pasted three times
Evidence
- Location: src/data_processing/data_processor/python/data_processor/core/kalman_filter.py:438 ...
architecture
assessment
criterion:A
DRY
priority:medium
source:assessment
Part of #975 (Agent Attention Context Governance). Depends on AD-1028..1031. Builds on AD-588 cognitive zones;
cognitive-layer mirror of HXI Design Principle #9 (LCARS alert-driven). Design:
docs/development/attention-architecture.md ...
Part of #975 (Agent Attention Context Governance). Depends on AD-1028/AD-1029/AD-1030. Closes #973. Fixes the BF-632
class. Design: docs/development/attention-architecture.md §4.
AD-1031 — Camera / visual ...
Part of #264 — ML integration: Strategy A - live MOVE.
Deliverable: Live run under knockback; decide open-loop replay (mode 10) vs corrective (mode 12).
Depends on: #291
Verify (slutkriterium): From ...
bot-program
labdevelopment
ml-integration
Part of #975 (Agent Attention Context Governance). Depends on AD-1028/AD-1029. Builds on AD-979c/AD-981a, AD-598,
AD-604. Design: docs/development/attention-architecture.md §4, §5.
AD-1030 — Salience ...
Part of #975 (Agent Attention Context Governance). Depends on AD-1028. Design:
docs/development/attention-architecture.md §3, §4.
AD-1029 — AttentionFaculty (paired deterministic agent)
Introduce the ...
Part of #264 — ML integration: Strategy A - live MOVE.
Deliverable: Live solo-roam loop on dm3 with the learned mover on edict N.
Depends on: #285,#286,#289
Verify (slutkriterium): freeroam_tws live/sim ...
bot-program
labdevelopment
ml-integration

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