Allocation of English Distance Teaching Resources based on Deep Reinforcement Learning and Multi-Objective Optimization

Table 1

Evaluation of the English distance teaching resource allocation method based on deep reinforcement learning and multi-objective optimization.

Number	Resource allocation	Number	Resource allocation	Number	Resource allocation
1	91.93	20	90.18	39	92.20
2	84.38	21	89.17	40	85.10
3	93.71	22	82.27	41	89.70
4	90.84	23	90.27	42	92.27
5	86.79	24	88.81	43	91.08
6	88.08	25	90.71	44	83.61
7	84.07	26	82.30	45	93.23
8	84.63	27	86.94	46	88.83
9	87.99	28	85.69	47	86.97
10	82.14	29	86.48	48	81.53
11	92.28	30	91.98	49	82.34
12	84.47	31	91.63	50	88.61
13	92.30	32	86.83	51	90.55
14	90.59	33	81.73	52	89.47
15	84.25	34	90.36	53	91.41
16	89.28	35	85.77	54	90.99
17	87.91	36	81.99	55	83.26
18	90.19	37	89.49	56	91.98
19	81.47	38	84.02	57	81.13