Multi-Agent Edge Computing Orchestration on Multi-Agent Edge Computing (MEC) Environments
200Maximum Supported AgentsDAOEF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DAOEFHW-Aware Scheduling=Yes, Caching Mechanism=Delta-level, Action Space Reduction=10×, Validation Level=Sim+Test+Cloud, Year=20252026.04 | 200 | 10 | |
| Gao et al.HW-Aware Scheduling=No, Caching Mechanism=No, Action Space Reduction=Curriculum, Validation Level=Sim only, Year=20232026.04 | 80 | 300 | |
| Zhang et al.HW-Aware Scheduling=No, Caching Mechanism=No, Action Space Reduction=None, Validation Level=Sim only, Year=20242026.04 | 60 | 280 | |
| Yang et al.HW-Aware Scheduling=No, Caching Mechanism=LRU (result), Action Space Reduction=Priority, Validation Level=Sim only, Year=20232026.04 | 50 | 250 | |
| Cai et al.HW-Aware Scheduling=Partial, Caching Mechanism=No, Action Space Reduction=Task-specific, Validation Level=Sim only, Year=20232026.04 | 40 | 350 | |
| Ju et al.HW-Aware Scheduling=No, Caching Mechanism=No, Action Space Reduction=None, Validation Level=Sim only, Year=20232026.04 | 30 | 400 | |
| Zhao et al.HW-Aware Scheduling=No, Caching Mechanism=No, Action Space Reduction=None, Validation Level=Sim only, Year=20222026.04 | 20 | 500 |