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Table 4 The number of successfully folding to the lowest energy conformations in the last 100 episodes

From: Research on predicting 2D-HP protein folding using reinforcement learning with full state space

Sequence No.Methods12345AVG
5Full states8108768
Greedy algorithm778577
Partial states000000
6Full states383164
Greedy algorithm91163108
Partial states000000
7Full states743334
Greedy algorithm757997
Partial states000000
8Full states7881158
Greedy algorithm232623
Partial states000100
9Full states541323
Greedy algorithm000110
Partial states000000
10Full states141211151213
Greedy algorithm129917811
Partial states111201
11Full states372344
Greedy algorithm400211
Partial states000000
12Full states978688
Greedy algorithm252523
Partial states001000
13Full states022342
Greedy algorithm000000
Partial states000000
14Full states201121
Greedy algorithm000000
Partial states000000
15Full states245223
Greedy algorithm000000
Partial states000000
16Full states124512
Greedy algorithm100000
Partial states000000
  1. The data in bold and italic indicates the average number of successfully folding to the lowest energy conformations by the reinforcement learning with full states is more than the other two methods
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