Quantum error correction for heavy hexagonal code using deep reinforcement learning with policy reuse.
Yuxin JiQinghui ChenRui WangNaihua JiHongguang MaPublished in: Quantum Inf. Process. (2024)
Keyphrases
- error correction
- reinforcement learning
- error correcting
- optimal policy
- error detection
- reed solomon
- policy search
- error correcting codes
- error control
- block codes
- action selection
- ldpc codes
- markov decision process
- magnetic tape
- action space
- channel coding
- state space
- markov decision processes
- data hiding
- control policy
- reward function
- policy iteration
- function approximation
- bit errors
- turbo codes
- policy gradient
- function approximators
- reinforcement learning algorithms
- code snippets
- channel capacity
- partially observable markov decision processes
- temporal difference
- model free
- low density parity check
- error detection and correction
- learning algorithm
- source code