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. 2026 Jun 4;16:25620. doi: 10.1038/s41598-026-56588-1

Table 13.

Performance comparison with additional DRL and multi-agent DRL baselines under the same IoV simulation setting.

Method Average Delay (ms) Energy (J) Success Rate (%) Convergence Episodes
DQN 290 1.45 82 1800
DDPG 275 1.35 83 1500
MADDPG 230 1.20 88 1100
MAPPO 215 1.15 90 1000
SAC 260 1.50 85 1200
OMTOS 180 1.00 92 800