Decoding Polar Codes with Reinforcement Learning.
Nghia DoanSeyyed Ali HashemiWarren J. GrossPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- decoding algorithm
- error control
- parity check
- ldpc codes
- error correcting
- joint source channel
- low density parity check
- reed solomon
- state space
- error correction
- decoding complexity
- error correcting codes
- markov decision processes
- function approximation
- reed solomon codes
- reinforcement learning algorithms
- turbo codes
- learning algorithm
- fourier transform
- model free
- decoding process
- temporal difference
- rate allocation
- robotic control
- coding scheme
- dynamic programming
- polar coordinates
- transition model
- logical operations
- distributed video coding
- space time block
- neural network