A Machine with Short-Term, Episodic, and Semantic Memory Systems

In three linesAI agent model with three human-inspired memory systems (short-term, episodic, semantic), each modeled as a knowledge graph. Evaluated in custom RL environment « the Room ». Deep Q-learning agent learns to encode, store, and retrieve memories to answer questions. Outperforms agent without this memory structure.

Summary generated by Claude — human-verified