The data generator mentioned in the paper is specifically implemented in ./dataprocess/data_gen.py, and detailed usage instructions are provided at the beginning of ...

Abstract: Bit-flipping (BF) is a very simple algorithm for decoding linear block codes. For the BF to achieve high performances of belief-propagation (BP) algorithms, which are far more complex, we ...

rollout_batch_size: 16 # equivalent to verl's data.train_batch_size mini_rollout_batch_size: null # equivalent to verl's data.gen_batch_size global_batch_size: 16 ...

Abstract: We introduce, for the first time in wireless communication networks, a quantum gradient descent (QGD) algorithm to maximize sum data rates in non-orthogonal multiple access (NOMA)-based ...