Multi-agent Cognitive Orchestration on Enterprise Scenario S2
0Violation RateB3 (Rules)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| B3 (Rules)Description=Static rule/workflow engine2026.04 | 0 | 0.58 | 8.4 | 1 | 74.6 | |
| CAMCODescription=Constraint-aware multi-agent cognitive orchestration2026.04 | 0 | 0.72 | 0.8 | 2.4 | 94.2 | |
| B4 (Lag. MARL)Description=Lagrangian MARL2026.04 | 3.8 | 0.88 | 2.6 | 1 | 91.7 | |
| B2 (Greedy)Description=Centralized greedy optimizer2026.04 | 5.4 | 1.19 | 0 | 1 | 99.1 | |
| B1 (MARL)Description=Standard Multi-agent Reinforcement Learning2026.04 | 18.6 | 1.28 | 0 | 1 | 100 |