# RSIAgent: Autonomous Exploration for Recursive Self-improvement in New Environments > Source: > Published: 2026-09-15 05:30:09+00:00 Digital agents must often adapt to new environments whose interfaces, tools, and failure modes are not fully captured by pretrained models. We introduce RSIAgent, a training-free multi-agent framework for recursive self-improvement through autonomous memory construction. RSIAgent coordinates curricu