Reinforcement Learning for Bit-Flipping Decoding of Polar Codes.
Xiumin WangJinlong HeJun LiLiang ShanPublished in: Entropy (2021)
Keyphrases
- decoding algorithm
- error correcting codes
- reinforcement learning
- ldpc codes
- decoding complexity
- decoding process
- non binary
- function approximation
- low density parity check
- noise model
- learning algorithm
- belief propagation
- fourier transform
- model free
- markov decision processes
- frequency domain
- temporal difference
- reinforcement learning algorithms
- optimal policy
- state space
- rotation invariant
- fourier analysis
- learning process
- multi agent
- machine learning