AlphaGo first studied 30m positions from expert games of go, absorbing information on the state of play from board data, and then played against itself across 50 computers, improving with each iteration, using a technique known as reinforcement learning.
The iterative scheme is used to develop a model for the caspase function in apoptosis and it is demonstrated that model performance improves with each iteration.
The iteration numbers are optimal for the hot spheres, but not for the cold ones, the CRC of which continues to slowly improve with the iteration number (see Appendix 2 for the convergence rate).
Since the inner code imposes another level of checks on all the variable nodes, degree-1 variable nodes in the outer LDPC code will get extrinsic information from the inner code, and their estimates will improve with decoding iterations.
In this challenging case with less spatial diversity, the MMSE receiver completely fails to improve with iterations, while the full-complexity K-best T-LORD misses the MAP performance by only 0.5 dB in the realistic case.
Peterson, however, has improved with each game.
Angels' Mike Trout improves with each at-bat.
Everything about it has always been improved with every iteration.
Results show that the proposed algorithm can achieves the feasible solution for all channel realizations (for multicell network 1a, the proposed algorithm achieves the feasible solution for all simulated cases; and for multicell network 1b, the feasibility rate improves with the iteration).
As the classifier is expected to be more accurate with more training sets in later iterations than earlier ones, we hypothesize that the average rank of the 1182 GO+ terms improves with increasing iteration number among the sorted list of 13,195 terms, where the rank of a term inside this list is defined as follows: 1 if it has highest score, 2 second highest and so on.
