Table 4.

The NN model rank bound and Markov time as percentage of population required to achieve various probabilities of success.

Probability of success discovering	Total population of 100		Total population of 672
	Markov time as percent of population for rank’s optimal policy	Neural network model rank bound/as percent of total population	Markov time as percent of population for rank’s optimal policy	Neural network model rank bound/as percent of total population
0.85	11%	13/13%	11%	16/2.3%
0.90	9%	20/20%	7%	28/4.16%
0.95	5%	36/36%	5%	59/8.77%
0.99	2%	72/72%	1%	273/40.62%