Solving a Joint Pricing and Inventory Control Problem for Perishables via Deep Reinforcement Learning

Table 6

with fixed ordering cost.

Method	Lifetime	Lead time		(%)
PAQ-DQN	4	0	50	98	15041.55	16172.39	93.01
		1	50	98	14484.18	15576.99	92.98
		0	25	98	15753.94	16507.79	95.43
		1	25	98	14544.00	15436.53	94.22
PAQ-A2C	4	0	50	98	15116.77	16178.22	93.44
		1	50	98	14223.13	15423.03	92.22
		0	25	98	15813.49	16502.16	95.83
		1	25	98	14896.70	15858.32	93.94