Research documentation
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Experimental record
Byzantine / adversarial agents / Permanent
Fault-tolerant-trained MARL
Permanent byzantine / adversarial agents evaluation
Fault: Byzantine / adversarial agents
Duration: Permanent
Recovery mechanism: Fault-tolerant-trained MARL
Duration: Permanent
Recovery mechanism: Fault-tolerant-trained MARL
Experiment definition
The experiment evaluates Fault-tolerant-trained MARL under a permanent byzantine / adversarial agents injection. Fault onset is randomized around environment steps 40–60 according to the implementation plan.
Expected evaluation record
| Metric | Recorded value |
|---|---|
| Time-to-recovery | — |
| Degradation-area | — |
| False-recovery rate | — |
| Safety-violation count | — |
Graph
Graph placeholder
Performance
Environment steps
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.