Exploration by Maximizing Rényi Entropy for Zero-Shot Meta RL. - Chuheng Zhang; Yuanying Cai; Longbo Huang; Jian Li 015 (CoRR, 2020)

Exploration by Maximizing Renyi Entropy for Reward-Free RL Framework. - Chuheng Zhang; Yuanying Cai; Longbo Huang; Jian Li 015 (AAAI, 2021)

Imitation Learning to Outperform Demonstrators by Directly Extrapolating Demonstrations. - Yuanying Cai; Chuheng Zhang; Wei Shen 005; Xiaonan He; Xuyun Zhang; Longbo Huang (CIKM, 2022)

TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets. - Yuanying Cai; Chuheng Zhang; Li Zhao 007; Wei Shen 005; Xuyun Zhang; Lei Song 001; Jiang Bian 002; Tao Qin 001; Tieyan Liu (ICDM, 2022)

RePreM: Representation Pre-training with Masked Model for Reinforcement Learning. - Yuanying Cai; Chuheng Zhang; Wei Shen 005; Xuyun Zhang; Wenjie Ruan; Longbo Huang (AAAI, 2023)

Curriculum Offline Reinforcement Learning. - Yuanying Cai; Chuheng Zhang; Hanye Zhao; Li Zhao 007; Jiang Bian 002 (AAMAS, 2023)

MDDL: A Framework for Reinforcement Learning-based Position Allocation in Multi-Channel Feed. - Xiaowen Shi; Ze Wang 005; Yuanying Cai; Xiaoxu Wu; Fan Yang; Guogang Liao; Yongkang Wang 011; Xingxing Wang; Dong Wang 022 (SIGIR, 2023)