Decoding Polar Codes with Reinforcement Learning.
Nghia DoanSeyyed Ali HashemiWarren J. GrossPublished in: GLOBECOM (2020)
Keyphrases
- reinforcement learning
- decoding algorithm
- parity check
- error control
- ldpc codes
- reed solomon
- decoding complexity
- low density parity check
- error correction
- error correcting
- joint source channel
- function approximation
- state space
- error correcting codes
- turbo codes
- low complexity
- learning algorithm
- rotation invariant
- frequency domain
- decoding process
- learning process
- optimal control
- fourier transform
- reinforcement learning algorithms
- reed solomon codes
- multi agent
- optimal policy
- multi agent reinforcement learning
- markov decision processes
- fourier analysis
- polar coordinates
- function approximators
- markov decision process
- action selection
- supervised learning
- mobile robot
- machine learning