This repository maintains a collection of academic papers on memory mechanisms in AI agents, accompanying a published survey titled ‘Memory in the Age of AI Agents: A Survey’. It organizes research across different approaches to agent memory, including architectures, training methods, and evaluation strategies. The project welcomes community contributions to expand coverage of the field.