Fu, Haobo

29 publications

AAAI 2025 An Open-Ended Learning Framework for Opponent Modeling Yuheng Jing, Kai Li, Bingyun Liu, Haobo Fu, Qiang Fu, Junliang Xing, Jian Cheng

ICLR 2025 Diverse Policies Recovering via Pointwise Mutual Information Weighted Imitation Learning Hanlin Yang, Jian Yao, Weiming Liu, Qing Wang, Hanmin Qin, Kong Hansheng, Kirk Tang, Jiechao Xiong, Chao Yu, Kai Li, Junliang Xing, Hongwu Chen, Juchao Zhuo, Qiang Fu, Yang Wei, Haobo Fu

UAI 2025 Enhanced Equilibria-Solving via Private Information Pre-Branch Structure in Adversarial Team Games Chen Qiu, Haobo Fu, Kai Li, Jiajia Zhang, Xuan Wang

ICML 2025 Goal-Oriented Skill Abstraction for Offline Multi-Task Reinforcement Learning Jinmin He, Kai Li, Yifan Zang, Haobo Fu, Qiang Fu, Junliang Xing, Jian Cheng

NeurIPS 2025 Learning Preferences Without Interaction for Cooperative AI: A Hybrid Offline-Online Approach Haitong Ma, Haoran Yu, Haobo Fu, Shuai Li

ICML 2025 MCU: An Evaluation Framework for Open-Ended Game Agents Xinyue Zheng, Haowei Lin, Kaichen He, Zihao Wang, Qiang Fu, Haobo Fu, Zilong Zheng, Yitao Liang

ICML 2025 Offline Opponent Modeling with Truncated Q-Driven Instant Policy Refinement Yuheng Jing, Kai Li, Bingyun Liu, Ziwen Zhang, Haobo Fu, Qiang Fu, Junliang Xing, Jian Cheng

ICLR 2025 Online-to-Offline RL for Agent Alignment Xu Liu, Haobo Fu, Stefano V Albrecht, Qiang Fu, Shuai Li

UAI 2025 Towards Provably Efficient Learning of Imperfect Information Extensive-Form Games with Linear Function Approximation Canzhe Zhao, Shuze Chen, Weiming Liu, Haobo Fu, Qiang Fu, Shuai Li

ICLR 2024 Dynamic Discounted Counterfactual Regret Minimization Hang Xu, Kai Li, Haobo Fu, Qiang Fu, Junliang Xing, Jian Cheng

NeurIPS 2024 Efficient Multi-Task Reinforcement Learning with Cross-Task Policy Guidance Jinmin He, Kai Li, Yifan Zang, Haobo Fu, Qiang Fu, Junliang Xing, Jian Cheng

ICLR 2024 Maximum Entropy Heterogeneous-Agent Reinforcement Learning Jiarong Liu, Yifan Zhong, Siyi Hu, Haobo Fu, Qiang Fu, Xiaojun Chang, Yaodong Yang

IJCAI 2024 Minimizing Weighted Counterfactual Regret with Optimistic Online Mirror Descent Hang Xu, Kai Li, Bingyun Liu, Haobo Fu, Qiang Fu, Junliang Xing, Jian Cheng

AAAI 2024 Not All Tasks Are Equally Difficult: Multi-Task Deep Reinforcement Learning with Dynamic Depth Routing Jinmin He, Kai Li, Yifan Zang, Haobo Fu, Qiang Fu, Junliang Xing, Jian Cheng

NeurIPS 2024 Opponent Modeling with In-Context Search Yuheng Jing, Bingyun Liu, Kai Li, Yifan Zang, Haobo Fu, Qiang Fu, Junliang Xing, Jian Cheng

ICLR 2024 Towards Offline Opponent Modeling with In-Context Learning Yuheng Jing, Kai Li, Bingyun Liu, Yifan Zang, Haobo Fu, Qiang Fu, Junliang Xing, Jian Cheng

NeurIPS 2023 A Robust and Opponent-Aware League Training Method for StarCraft II Ruozi Huang, Xipeng Wu, Hongsheng Yu, Zhong Fan, Haobo Fu, Qiang Fu, Wei Yang

NeurIPS 2023 Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning Yifan Zang, Jinmin He, Kai Li, Haobo Fu, Qiang Fu, Junliang Xing, Jian Cheng

ICLR 2023 Curriculum-Based Co-Design of Morphology and Control of Voxel-Based Soft Robots Yuxing Wang, Shuang Wu, Haobo Fu, Qiang Fu, Tiantian Zhang, Yongzhe Chang, Xueqian Wang

NeurIPSW 2023 Diversity from Human Feedback Ren-Jian Wang, Ke Xue, Yutong Wang, Peng Yang, Haobo Fu, Qiang Fu, Chao Qian

IJCAI 2023 Multi-Objective Optimization-Based Selection for Quality-Diversity by Non-Surrounded-Dominated Sorting Ren-Jian Wang, Ke Xue, Haopu Shang, Chao Qian, Haobo Fu, Qiang Fu

ICML 2023 Opponent-Limited Online Search for Imperfect Information Games Weiming Liu, Haobo Fu, Qiang Fu, Yang Wei

NeurIPS 2023 Policy Space Diversity for Non-Transitive Games Jian Yao, Weiming Liu, Haobo Fu, Yaodong Yang, Stephen McAleer, Qiang Fu, Wei Yang

CoRL 2023 PreCo: Enhancing Generalization in Co-Design of Modular Soft Robots via Brain-Body Pre-Training Yuxing Wang, Shuang Wu, Tiantian Zhang, Yongzhe Chang, Haobo Fu, Qiang Fu, Xueqian Wang

ICLR 2023 Quality-Similar Diversity via Population Based Reinforcement Learning Shuang Wu, Jian Yao, Haobo Fu, Ye Tian, Chao Qian, Yaodong Yang, Qiang Fu, Yang Wei

ICLR 2022 Actor-Critic Policy Optimization in a Large-Scale Imperfect-Information Game Haobo Fu, Weiming Liu, Shuang Wu, Yijia Wang, Tao Yang, Kai Li, Junliang Xing, Bin Li, Bo Ma, Qiang Fu, Yang Wei

AAAI 2022 AutoCFR: Learning to Design Counterfactual Regret Minimization Algorithms Hang Xu, Kai Li, Haobo Fu, Qiang Fu, Junliang Xing

ICML 2022 Greedy When Sure and Conservative When Uncertain About the Opponents Haobo Fu, Ye Tian, Hongxiang Yu, Weiming Liu, Shuang Wu, Jiechao Xiong, Ying Wen, Kai Li, Junliang Xing, Qiang Fu, Wei Yang

IJCAI 2021 Combining Tree Search and Action Prediction for State-of-the-Art Performance in DouDiZhu Yunsheng Zhang, Dong Yan, Bei Shi, Haobo Fu, Qiang Fu, Hang Su, Jun Zhu, Ning Chen