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In this research, we develop effective and efficient approximate dynamic programming (ADP) algorithms based on the rollout policy for this category of stochastic scheduling problems.
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The first four rows in Table 5 present the results based on the base-case rollout scenarios.
Rollout Policy The rollout policy based on the base policy (pi ^{mathcal {H}}) is denoted by pi^{RL}=left[mu_{1}^{RL},ldots}^{RL},mu_{s,mu_{T}^{RL}right] (40).
Based on the POMDP framework, we propose a rollout-based suboptimal spectrum sensing and access scheme which approximates the value function of POMDP.
Based on the POMDP framework, we propose a rollout-based suboptimal spectrum sensing and access scheme which approximates the value function of POMDP, and propose a differential training method to improve its robustness.
The outcome measures are based on the 48 months starting with the first rollout month for the phase (month zero is the pre-rollout month).
AT&T says this rollout will be based on the 3GPP standard and will operate on the millimeter wave, or mmWave, spectrum.
The results from the first scenario (assuming the base-case rollout scenario, vaccine efficacy based on the SAGE approach, and vaccine immunity waning) show that a 10-year effort for rotavirus vaccine scale-up would prevent about 41 million cases of outpatient visits, 4.5 million hospitalizations, and 0.9 million deaths caused by rotavirus in the GAVI countries.
The Plan-Do-Check-Act (PDCA) cycle [ 17] was applied to improve the systems, rollout strategies and activities by subphases based on the needs of the users.
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