Fast SC-Flip Decoding of Polar Codes with Reinforcement Learning.
Nghia DoanSeyyed Ali HashemiFurkan ErcanWarren J. GrossPublished in: ICC (2021)
Keyphrases
- reinforcement learning
- decoding algorithm
- error control
- decoding complexity
- parity check
- ldpc codes
- low density parity check
- joint source channel
- low complexity
- error correcting
- reed solomon
- error correction
- error correcting codes
- reinforcement learning algorithms
- model free
- learning algorithm
- function approximation
- fourier transform
- rotation invariant
- state space
- soft decision
- polar coordinates
- reed solomon codes
- temporal difference
- neural network
- supervised learning
- multi agent
- machine learning
- fourier analysis
- multi agent reinforcement learning
- frequency domain
- optimal policy
- robotic control
- learning process
- turbo codes
- learning tasks
- markov decision processes
- policy search
- transfer learning
- motion estimation