A Modified Q-Learning Algorithm for Rate-Profiling of Polarization Adjusted Convolutional (PAC) Codes.
Samir Kumar MishraDigvijay KatyalSarvesha Anegundi GanapathiPublished in: WCNC (2022)
Keyphrases
- learning algorithm
- sample complexity
- machine learning algorithms
- active learning
- error correction
- supervised learning
- machine learning
- parity check
- restricted boltzmann machine
- training data
- upper bound
- vc dimension
- learning problems
- neural network
- reinforcement learning
- learning scheme
- network architecture
- learning tasks
- special case
- learning rate
- generalization error
- sample size
- pac learning
- back propagation
- error correcting codes
- linear threshold
- training examples