Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents

Sikuan Yan, Ahmed Bahloul, Ercong Nie +4

Memory-augmented LLM agents enable interactions that extend beyond finite context windows by storing, updating, and reusing information across sessions. However, training such agen…