Steve-Evolving: Open-World Embodied Self-Evolution via Fine-Grained Diagnosis and Dual-Track Knowledge Distillation. - Zhengwei Xie; Zhisheng Chen; Ziyan Weng; Tingyu Wu; Chenglong Li; Vireo Zhang; Kun Wang (CoRR, 2026)

Dynamic Mixture of Latent Memories for Self-Evolving Agents. - Dianzhi Yu; Vireo Zhang; Hongru Wang 003; Yanyu Chen; Minda Hu; Wanghan Xu; Siki Chen; Philip Torr 001; Zhenfei Yin; Irwin King (CoRR, 2026)