ZOOpt/ZOOjl: Toolbox for Derivative-Free Optimization. - Yu-Ren Liu; Yi-Qi Hu; Hong Qian; Yang Yu 001; Chao Qian 001 (CoRR, 2018)

Asynchronous classification-based optimization. - Yu-Ren Liu; Yi-Qi Hu; Hong Qian; Yang Yu 001 (DAI, 2019)

Sparsity Prior Regularized Q-learning for Sparse Action Tasks. - Jing-Cheng Pang; Tian Xu 003; Shengyi Jiang; Yu-Ren Liu; Yang Yu 001 (CoRR, 2021)

Invariant Action Effect Model for Reinforcement Learning. - Zheng-Mao Zhu; Shengyi Jiang; Yu-Ren Liu; Yang Yu 001; Kun Zhang 001 (AAAI, 2022)

ZOOpt: a toolbox for derivative-free optimization. - Yu-Ren Liu; Yi-Qi Hu; Hong Qian; Chao Qian 001; Yang Yu 001 (Sci. China Inf. Sci., 2022)

Beware of Instantaneous Dependence in Reinforcement Learning. - Zheng-Mao Zhu; Yu-Ren Liu; Hong-Long Tian; Yang Yu 001; Kun Zhang 001 (CoRR, 2023)

Learning World Models with Identifiable Factorization. - Yu-Ren Liu; Biwei Huang; Zheng-Mao Zhu; Hong-Long Tian; Mingming Gong; Yang Yu 001; Kun Zhang 001 (CoRR, 2023)