Hippo: Training-Free Agent Self-Evolution via Hippocampal Replay

Yutong Song, Jiang Wu, Yuxuan Ren +2

Motivated by recursive self-improvement (RSI), we study how LLM agents can learn through external memory without updating model parameters. Extracting useful experience from a sing…