This chapter introduces the fundamental concepts of binary linear codes, a crucial class of codes in coding theory. It defines key terms such as codewords, generator matrices, parity‐check matrices, ...

Abstract: This paper presents a novel auto-encoder based end-to-end channel encoding and decoding. It integrates deep reinforcement learning (DRL) and graph neural networks (GNN) in code design by ...

A minimal harness demonstrating long-running autonomous coding with the Claude Agent SDK. This demo implements a two-agent pattern (initializer + coding agent) with Linear as the core project ...