… This problem is addressed by utilizing the following techniques: a) Deriving short term
reward functions from the long term utility function, and b) Designing a step by step training …

… the previous schemes in terms of long-term secondary network throughput and provides higher
… In Section III, we formulate the long-term networklevel throughput optimization problem in …

… We focus our study on maximizing the system throughput of … interference and improve system
throughput. Thus, we propose an … network to improve system throughput. In the proposed …

… In [2], the SU’s throughput was maximized by optimizing the … In [19], [20], the SU throughput
was maximized considering the … SU’s throughput based on the PU’s traffic statistics and the …

… link throughput study can be found in [5], where throughput … deals with the maximization of
link throughput for a single user. … the short term average throughput similar to that in short term …

… work zones is proposed for efficient vehicle merging and throughput maximization. … , and
demonstrated its significance for throughput maximization (or equivalently delay minimization) …

… SUM THROUGHPUT MAXIMIZATION PROBLEM In this section, we introduce the sum
throughput maximization … of maximizing the sum throughput of the users is formulated as follows: …

… terms of medium access fairness. This work presents a novel MAC scheme, which is designed
to maximize the network throughput-… Departing from the optimal throughput for a saturated …

… , equivalently, maximizes the throughput rate. … throughput of a robotic cell to help them
make an informed assessment of the ultimate productivity level, and (iii) a benchmark throughput …

… on the problem of throughput maximization in a block flat … multiple codebooks increases the
average throughput of the system … significantly reduces the achievable average throughput. …