EAQR: A Multiagent Q-Learning Algorithm for Coordination of Multiple Agents

Table 5

Average cumulative reward for the DSN problem (evaluation episodes = 5000).

	= 10,000	= 50,000	= 100,000
EAQR	41.23 ± 0.52	41.99 ± 0.003	42 ± 0
WoLF-PHC	39.96 ± 0.89	40.69 ± 0.73	40.74 ± 0.68
EMA Q-learning	36.59 ± 1.76	36.14 ± 1.82	36.21 ± 1.80
Single-agent RL	29.88 ± 1.57	33.16 ± 1.33	34.96 ± 1.05