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With O'Neal out, Bryant felt the need to do what he does best: take over, just as he did in Game 4 of the N.B.A. finals against Indiana last season.
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The application of the best-takes-over strategy adoption rule resulted in non-zero cooperation only sporadically.
Cooperation levels using the long-term best-takes-over strategy adoption rule varied greatly, and still had several network configurations with zero cooperation.
Cooperation levels achieved by the innovative long-term best-takes-over strategy adoption rule are shown on the bottom panel of Figure 2. At temptation values smaller than T = 3.8 the innovative long-term version of the best-takes over strategy adoption rule outperformed Q-learning, which resulted in a larger proportion of cooperating agents (cf. top and bottom panels of Figure 2).
The top panel of Figure 2 shows that the cooperation level of agents using the best-takes-over strategy adoption rule rapidly decreased with a gradual increase of their temptation to defect.
Therefore, we modified the best-takes-over strategy adoption rule allowing the agents to use accumulative rewards of their neighbors in all past rounds instead of the reward received just in the last round.
For this, we constructed an 'innovative' version of the long-term version of the best-takes-over, 'non-innovative' strategy adoption rule by adding a low level of randomness instructing agents to follow the opposite of the selected neighbor's strategy with a pre-set Pinnovation probability (see Methods).
Comparison of the top panels of Figure 1 shows that a minor change of network topology (replacement of 37 links from 900 links total) completely changed both the level and topology of cooperating agents playing with a best-takes-over short term strategy adoption rule.
Figure 3 illustrates how the cooperative network topologies were expanded, when we used long-term learning and 'innovative' versions of the best-takes-over strategy adoption rule as well as Q-learning at a high level of temptation, which made cooperation especially difficult.
Calipari has the luxury of letting college basketball's best players take over the game; a luxury of which he took full advantage late in the game against Louisville.
"My sense of timing was not the best – to take over the running of the business at the very minute everyone's business is under extreme pressure," he told the Guardian.
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