Research documentation · Experimental record
Sensor noise / Permanent

Hierarchical supervisor-agent

Permanent sensor noise evaluation

Fault: Sensor noise
Duration: Permanent
Recovery mechanism: Hierarchical supervisor-agent

Experiment definition

The experiment evaluates Hierarchical supervisor-agent under a permanent sensor noise injection. Fault onset is randomized around environment steps 40–60 according to the implementation plan.

Expected evaluation record

MetricRecorded value
Time-to-recovery
Degradation-area
False-recovery rate
Safety-violation count

Experimental trajectory graph

Sensor noise permanent fault with hierarchical supervisor agent graph
Experimental evaluation trajectory under permanent sensor noise with Hierarchical Supervisor-Agent active (fault onset at step 40). Shows sorting purity, container fill levels, bales produced (16324 total material), and final cumulative rewards (29.46).

Notes

This page is intentionally separated from the paper-facing results so that full-resolution plots, additional seeds, and diagnostic figures can be documented without overloading the publication.