A Modified Q-Learning Algorithm for Rate-Profiling of Polarization Adjusted Convolutional (PAC) Codes.
Samir Kumar MishraDigvijay KatyalSarvesha Anegundi GanapathiPublished in: CoRR (2021)
Keyphrases
- learning algorithm
- sample complexity
- machine learning
- restricted boltzmann machine
- training data
- learning problems
- error correction
- learning process
- machine learning algorithms
- supervised learning
- pac learning
- back propagation
- learning tasks
- active learning
- parity check
- upper bound
- vc dimension
- learning rate
- special case
- learning scheme
- training examples
- efficient learning
- perceptron algorithm
- noise tolerant
- mistake bound
- artificial neural networks
- code length
- theoretical analysis