SOLAR: A Self-Optimizing Open-Ended Autonomous Agent for Lifelong Learning and Continual Adaptation

SOLAR is an autonomous AI agent designed to overcome challenges of large language models in dynamic environments by enabling lifelong learning and continual adaptation. It uses parameter-level meta-learning and multi-level reinforcement learning to self-improve and discover adaptation strategies.