According to CoinMeta, Zhiyuan recently released the lifelong embodied intelligence framework LIFE. This framework combines continuous perception, long-term memory, and capability reuse to support robots in acquiring environmental information during and between task execution, and to utilize historical observations for subsequent decision-making.