ElasticMem: Latent Memory as a Learnable Resource for LLM Agents
ElasticMem introduces a framework where LLMs treat memory as a flexible resource rather than a fixed storage space. It optimizes how memories are retrieved and how much capacity each memory gets during reasoning. This allows agents to intelligently select and utilize only the most relevant information, leading to better performance in complex tasks.