Add prospective active intervention experiment

2026-07-15 02:03:38 +08:00
parent d229f2a85e
commit e5fd463f05
9 changed files with 1875 additions and 16 deletions
--- a/runs/active-intervention-v0/test_pipeline.py
+++ b/runs/active-intervention-v0/test_pipeline.py
@@ -185,9 +185,12 @@ def main() -> None:
        write_json(dataset_path, dataset)
        policy = trainer.build_policy(dataset_path)
        assert policy["status"] in {
-            "RETROSPECTIVE_INCREMENTAL_SIGNAL",
-            "NO_RETROSPECTIVE_INCREMENTAL_SIGNAL",
+            "RETROSPECTIVE_GPU_COST_SIGNAL",
+            "NO_RETROSPECTIVE_GPU_COST_SIGNAL",
        }
+        assert policy["training"]["acceptable_regret"] == 0.02
+        assert policy["sequential_replay"]["outcome_only"]["decision_n"] == 6
+        assert policy["sequential_replay"]["telemetry"]["decision_n"] == 6
        assert not policy["sanity"]["red_flags"]
    print("active intervention pipeline: PASS")