Quality Diversity Imitation Learning. - Zhenglin Wan; Xingrui Yu; David Mark Bossens; Yueming Lyu; Qing Guo 005; Flint Xiaofeng Fan; Ivor W. Tsang (CoRR, 2024)

Beyond-Expert Performance with Limited Demonstrations: Efficient Imitation Learning with Double Exploration. - Heyang Zhao; Xingrui Yu; David Mark Bossens; Ivor W. Tsang; Quanquan Gu (ICLR, 2025)

Imitation from Diverse Behaviors: Wasserstein Quality Diversity Imitation Learning with Single-Step Archive Exploration. - Xingrui Yu; Zhenglin Wan; David Mark Bossens; Yueming Lyu; Qing Guo 005; Ivor W. Tsang (AAMAS, 2025)