Study of the effect of c value on the success rate for UCT type MCTS variants. The tests here are 30 s tree expansion on the same test set as in Fig. 3. Here the values of compounds in the buyable catalogue are set to 1.
MCTS variants | c value | Success rate | |
---|---|---|---|
Test set | Training set | ||
UCT-V | c = 0.1 | 0.548 | 0.584 |
c = 1 | 0.505 | 0.552 | |
mUCT-V | c = 0.1 | 0.533 | 0.570 |
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0.564 | 0.602 |