Belief Propagation Decoding of Short Graph-Based Channel Codes via Reinforcement Learning.
Salman HabibAllison BeemerJörg KliewerPublished in: IEEE J. Sel. Areas Inf. Theory (2021)
Keyphrases
- belief propagation
- reinforcement learning
- decoding algorithm
- graphical models
- message passing
- markov random field
- graph cuts
- stereo matching
- approximate inference
- markov networks
- loopy belief propagation
- free energy
- energy minimization
- factor graphs
- fixed point
- pairwise
- learning algorithm
- energy function
- state space
- ldpc codes
- statistical physics
- probabilistic model
- machine learning
- probabilistic inference
- three dimensional
- exact inference
- semi supervised
- max product
- image matching
- dynamic programming
- object recognition
- multiscale
- bayesian networks