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continual learning 26 reinforcement learning 9 language models 5 large language models 4 robotics 4 agents 3 generative models 3 multi-agent systems 3 recursive self-improvement 3 vision-language models 3

14 SEP 2026 · Paper

RSIAgent: Autonomous Exploration for Recursive Self-improvement in New Environments

This paper introduces a new framework called RSIAgent that helps digital agents adapt to new environments without needing to be retrained. A practitioner might care about this because it allows for more efficient and effective AI systems that can learn and improve on their own.

reinforcement learning multi-agent systems autonomous exploration recursive self-improvement transfer learning