Shichun-Liu/Agent-Memory-Paper-List
A curated paper list and survey on memory systems in AI agents.

Not currently ranked — collecting fresh signals.
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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.
Frequently asked
- What is Shichun-Liu/Agent-Memory-Paper-List?
- A curated paper list and survey on memory systems in AI agents.
- Is Agent-Memory-Paper-List open source?
- Yes — Shichun-Liu/Agent-Memory-Paper-List is open source, released under the MIT license.
- How popular is Agent-Memory-Paper-List?
- Shichun-Liu/Agent-Memory-Paper-List has 2.3k stars on GitHub.
- Where can I find Agent-Memory-Paper-List?
- Shichun-Liu/Agent-Memory-Paper-List is on GitHub at https://github.com/Shichun-Liu/Agent-Memory-Paper-List.