Deheng Ye

1. More Agents Is All You Need
   2024/02/03 by Junyou Li, Qin Zhang, Li, Junyou +7 · 6 voices · 33 citations
   Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
2. Mastering Complex Control in MOBA Games with Deep Reinforcement Learning
   2019/12/20 by Deheng Ye, Ye, Deheng, Zhao Liu +33 · 18 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
3. LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay
   2023/10/23 by Yihuai Lan, Zhiqiang Hu, Lan, Yihuai +15 · 9 citations
   Business, Management and Accounting · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation
4. A Survey on Transformers in Reinforcement Learning
   2023/01/08 by Wenzhe Li, Hao Luo, Li, Wenzhe +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
5. Playable Game Generation
   2024/12/01 by Mingyu Yang, Yang, Mingyu, Junyou Li +13 · 8 citations
   Psychology · #Educational Games and Gamification
6. Future-conditioned Unsupervised Pretraining for Decision Transformer
   2023/05/26 by Zhihui Xie, Xie, Zhihui, Zichuan Lin +9 · 3 citations
   Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Mobile Crowdsensing and Crowdsourcing
7. More Centralized Training, Still Decentralized Execution: Multi-Agent Conditional Policy Factorization
   2022/09/26 by Jiangxing Wang, Deheng Ye, Wang, Jiangxing +3 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
8. Pretraining in Deep Reinforcement Learning: A Survey
   2022/11/08 by Zhihui Xie, Zichuan Lin, Xie, Zhihui +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
9. Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks
   2024/08/20 by Yun Qu, Boyuan Wang, Qu, Yun +33 · 4 citations
   Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence in Games #Reinforcement Learning in Robotics #Sports Analytics and Performance
10. MultiMind: Enhancing Werewolf Agents with Multimodal Reasoning and Theory of Mind
    2025/04/25 by Zheng Zhang, N. Y. Xiao, Zhang, Zheng +7 · 5 citations
    Psychology · Computer Science · #Social Robot Interaction and HRI #Multimodal Machine Learning Applications #Emotion and Mood Recognition
11. Affordable Generative Agents
    2024/02/03 by Yangbin Yu, Qin Zhang, Yu, Yangbin +7 · 2 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Modular Robots and Swarm Intelligence
12. MineRL Diamond 2021 Competition: Overview, Results, and Lessons Learned
    2022/02/17 by Anssi Kanervisto, Stephanie Milani, Kanervisto, Anssi +40 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
13. Mini-Omni-Reasoner: Token-Level Thinking-in-Speaking in Large Speech Models
    2025/08/18 by Zhifei Xie, Xie, Zhifei, Ziyang Ma +15 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Speech and dialogue systems #electronic engineering #information engineering
14. WALL-E 2.0: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents
    2025/04/22 by Siyu Zhou, Tianyi Zhou, Zhou, Siyu +11 · 2 citations
    Computer Science · #Multi-Agent Systems and Negotiation
15. Replay-enhanced Continual Reinforcement Learning
    2023/11/20 by Tiantian Zhang, Zhang, Tiantian, Kevin Shen +11 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning
16. Learning Versatile Skills with Curriculum Masking
    2024/10/23 by Yao Tang, Tang, Yao, Xie, Zhihui +5 · 1 citation
    Social Sciences · #Artificial Intelligence (cs.AI) #Education Systems and Policy #FOS: Computer and information sciences #Machine Learning (cs.LG)
17. HGAttack: Transferable Heterogeneous Graph Adversarial Attack
    2024/01/18 by He Zhao, Zhiwei Zeng, Zhao, He +7 · 1 citation
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Materials Science
18. Improving Sample Efficiency of Reinforcement Learning with Background Knowledge from Large Language Models
    2024/07/04 by Fuxiang Zhang, Zhang, Fuxiang, Junyou Li +9 · 1 citation
    Computer Science · #Speech and dialogue systems #Topic Modeling #Reinforcement Learning in Robotics
19. SeeHow: Workflow Extraction from Programming Screencasts through Action-Aware Video Analytics
    2023/04/27 by Dehai Zhao, Zhao, Dehai, Zhenchang Xing +9 · 1 citation
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Online Learning and Analytics #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
20. CORD: Generalizable Cooperation via Role Diversity
    2025/01/04 by Kanefumi Matsuyama, Matsuyama, Kanefumi, K. Y. S. Su +7 · 1 citation
    Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
21. VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft
    2025/08/26 by Houqiang Fu, Fu, Honghao, Junlong Ren +9 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
22. Refining Few-Step Text-to-Multiview Diffusion via Reinforcement Learning
    2025/05/26 by Ziyi Zhang, Li Shen, Zhang, Ziyi +10 · 2 citations
    Computer Science · #Video Analysis and Summarization
23. CaM-Wolf: Causal-Aware Multimodal Agents for Social Deduction Games
    2026/07/29 by Zheng Zhang, Nanjie Yao, Jiarui He +3
    Computer Science · #cs.AI