Reinforcement learning with action-list (beam) search decodes short LDPC codes over the binary symmetric channel with performance close to bounded-distance decoding.
Learning to Decode Linear Codes Using Deep Learning,
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Action-List Reinforcement Learning Syndrome Decoding for Binary Linear Block Codes
Reinforcement learning with action-list (beam) search decodes short LDPC codes over the binary symmetric channel with performance close to bounded-distance decoding.