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Chongjie Zhang

  1. QPLEX: Duplex Dueling Multi-Agent Q-Learning
    2020/08/03 by Jianhao Wang, Wang, Jianhao, Zhizhou Ren +7 · 31 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Evolutionary Game Theory and Cooperation #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  2. RODE: Learning Roles to Decompose Multi-Agent Tasks
    2020/10/04 by Tonghan Wang, Tarun Gupta, Wang, Tonghan +9 · 14 citations
    Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Artificial Intelligence in Games
  3. Learning Nearly Decomposable Value Functions Via Communication Minimization
    2019/10/11 by Tonghan Wang, Jianhao Wang, Wang, Tonghan +5 · 10 citations
    Computer Science · Social Sciences · #Distributed Control Multi-Agent Systems #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  4. RORL: Robust Offline Reinforcement Learning via Conservative Smoothing
    2022/06/06 by Rui Yang, Yang, Rui, Chenjia Bai +9 · 10 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  5. Off-Policy Multi-Agent Decomposed Policy Gradients
    2020/07/24 by Yihan Wang, Beining Han, Wang, Yihan +7 · 9 citations
    Computer Science · Engineering · #Adaptive Dynamic Programming Control #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Traffic control and management
  6. Episodic Multi-agent Reinforcement Learning with Curiosity-Driven Exploration
    2021/11/22 by Lulu Zheng, Zheng, Lulu, Jiarui Chen +15 · 8 citations
    Computer Science · #Reinforcement Learning in Robotics #Open Source Software Innovations
  7. Rethinking Goal-conditioned Supervised Learning and Its Connection to Offline RL
    2022/02/09 by Rui Yang, Yiming Lu, Yang, Rui +15 · 8 citations
    Computer Science · Engineering · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Muscle activation and electromyography studies #Reinforcement Learning in Robotics
  8. Celebrating Diversity in Shared Multi-Agent Reinforcement Learning
    2021/06/04 by Chenghao Li, Li, Chenghao, Tonghan Wang +9 · 7 citations
    Computer Science · Economics, Econometrics and Finance · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics #Sports Analytics and Performance
  9. A Survey on Transformers in Reinforcement Learning
    2023/01/08 by Wenzhe Li, Li, Wenzhe, Hao Luo +9 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Viral Infectious Diseases and Gene Expression in Insects
  10. Hierarchical Reinforcement Learning with Advantage-Based Auxiliary\n Rewards
    2019/10/10 by Siyuan Li, Li, Siyuan, Rui Wang +5 · 4 citations
    Computer Science · #Software Engineering Research #Reinforcement Learning in Robotics
  11. Imitation Learning from Observation with Automatic Discount Scheduling
    2023/10/11 by Yuyang Liu, Liu, Yuyang, Weijun Dong +10 · 5 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  12. Multi-Agent Policy Transfer via Task Relationship Modeling
    2022/03/09 by Rongjun Qin, Qin, Rongjun, Feng Chen +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  13. Offline Reinforcement Learning with Value-based Episodic Memory
    2021/10/19 by Xiaoteng Ma, Ma, Xiaoteng, Yiqin Yang +13 · 2 citations
    Computer Science · Engineering · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Smart Grid Energy Management
  14. Towards Robust Offline Reinforcement Learning under Diverse Data Corruption
    2023/10/19 by Rui Yang, Yang, Rui, Zhong Han +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Reinforcement Learning in Robotics
  15. Self-Organized Polynomial-Time Coordination Graphs
    2021/12/07 by Qianlan Yang, Weijun Dong, Yang, Qianlan +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  16. Context-Aware Policy Reuse
    2018/06/11 by Siyuan Li, Fangda Gu, Li, Siyuan +5 · 2 citations
    Computer Science · #Reinforcement Learning in Robotics #Network Security and Intrusion Detection #Data Stream Mining Techniques
  17. Efficient Multi-agent Reinforcement Learning by Planning
    2024/05/20 by Qihan Liu, Liu, Qihan, Jianing Ye +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  18. Unsupervised Behavior Extraction via Random Intent Priors
    2023/10/28 by Hao Hu, Yiqin Yang, Hu, Hao +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
  19. Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning
    2020/10/23 by Guangxiang Zhu, Minghao Zhang, Zhu, Guangxiang +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  20. Episodic Novelty Through Temporal Distance
    2025/01/26 by Yuhua Jiang, Qi Liu, Jiang, Yuhua +18 · 4 citations
    Social Sciences · #Computational and Text Analysis Methods
  21. Active Hierarchical Exploration with Stable Subgoal Representation Learning
    2021/05/31 by Siyuan Li, Li, Siyuan, Jin Zhang +7 · 1 citation
    Computer Science · #Advanced Technologies in Various Fields #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics
  22. On the Estimation Bias in Double Q-Learning
    2021/09/29 by Zhizhou Ren, Guangxiang Zhu, Ren, Zhizhou +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Reinforcement Learning in Robotics
  23. GOMAA-Geo: GOal Modality Agnostic Active Geo-localization
    2024/06/04 by Anindya Sarkar, Srikumar Sastry, Sarkar, Anindya +9 · 1 voice · 2 citations
    Computer Science · Earth and Planetary Sciences · #Geological Modeling and Analysis #Seismic Imaging and Inversion Techniques #Seismology and Earthquake Studies #cs.AI #cs.CV
  24. Low-Rank Modular Reinforcement Learning via Muscle Synergy
    2022/10/26 by Heng Dong, Tonghan Wang, Dong, Heng +5 · 1 citation
    Engineering · Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neurological disorders and treatments #Neuroscience and Neural Engineering #Robot Manipulation and Learning #Robotics (cs.RO)
  25. Symmetry-Aware Robot Design with Structured Subgroups
    2023/05/31 by Heng Dong, Dong, Heng, Junyu Zhang +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced biosensing and bioanalysis techniques #Artificial Intelligence (cs.AI) #DNA and Biological Computing #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence
  26. Leveraging Hyperbolic Embeddings for Coarse-to-Fine Robot Design
    2023/11/01 by Heng Dong, Junyu Zhang, Dong, Heng +3 · 1 citation
    Computer Science · Engineering · #Advanced Materials and Mechanics #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Reinforcement Learning in Robotics
  27. Learning Policy Committees for Effective Personalization in MDPs with Diverse Tasks
    2025/02/26 by Luise Ge, M. Hunter Lanier, Ge, Luise +9 · 1 citation
    Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Knowledge Management and Sharing #Machine Learning (cs.LG)
  28. MEMORA: Embodied Action Memory from Egocentric Videos for Reasoning and Planning
    2026/07/15 by Zihao Yu, Xiu Yuan, Chongjie Zhang
    #cs.RO #cs.AI #cs.CL