Title
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Enhancing Human Experience in Human-Agent Collaboration: A Human-Centered Modeling Approach Based on Positive Human Gain Yiming Gao Feiyu Liu Liang Wang Zhenjie Lian Dehua Zheng ... Jing Dai Qiang Fu Wei Yang Lanxiao Huang Wei Liu 39 1 0 28 Jan 2024
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Accelerating Self-Imitation Learning from Demonstrations via Policy Constraints and Q-Ensemble C. Li OffRL 19 0 0 07 Dec 2022
Pretraining in Deep Reinforcement Learning: A Survey Zhihui Xie Zichuan Lin Junyou Li Shuai Li Deheng Ye OffRL OnRL AI4CE 26 23 0 08 Nov 2022
Revisiting Discrete Soft Actor-Critic Haibin Zhou Zichuan Lin Junyou Li Qiang Fu Wei Yang Deheng Ye 46 12 0 21 Sep 2022
Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning Hua Wei Jingxiao Chen Xiyang Ji Hongyang Qin Minwen Deng ... Lin Liu Lanxiao Huang Deheng Ye Qiang Fu Wei Yang 29 27 0 18 Sep 2022
Dynamics-Adaptive Continual Reinforcement Learning via Progressive Contextualization Tiantian Zhang Zichuan Lin Yuxing Wang Deheng Ye Qiang Fu Wei Yang Xueqian Wang Bin Liang Bo Yuan Xiu Li CLL 22 10 0 01 Sep 2022
Towards Controllable Agent in MOBA Games with Generative Modeling Shubao Zhang 32 0 0 15 Dec 2021
JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning Zichuan Lin Junyou Li Jianing Shi Deheng Ye Qiang Fu Wei Yang BDL 32 34 0 07 Dec 2021
Learning Diverse Policies in MOBA Games via Macro-Goals Yiming Gao Bei Shi Xueying Du Liang Wang Guangwei Chen ... Weixuan Wang Deheng Ye Qiang Fu Wei Yang Lanxiao Huang 21 10 0 27 Oct 2021
TiKick: Towards Playing Multi-agent Football Full Games from Single-agent Demonstrations Shiyu Huang Wenze Chen Longfei Zhang Shizhen Xu Ziyang Li Fengming Zhu Deheng Ye Tingling Chen Jun Zhu OffRL 35 25 0 09 Oct 2021
Boosting Offline Reinforcement Learning with Residual Generative Modeling Hua Wei Deheng Ye Zhao Liu Hao Wu Bo Yuan Qiang Fu Wei Yang Z. Li OffRL 24 9 0 19 Jun 2021
Which Heroes to Pick? Learning to Draft in MOBA Games with Neural Networks and Tree Search Sheng Chen Menghui Zhu Deheng Ye Weinan Zhang Qiang Fu Wei Yang 24 29 0 18 Dec 2020
Towards Playing Full MOBA Games with Deep Reinforcement Learning Deheng Ye Guibin Chen Wen Zhang Sheng Chen Bo Yuan ... Tengfei Shi Qiang Fu Wei Yang Lanxiao Huang Wei Liu 8 180 0 25 Nov 2020