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Jianye Hao

  1. Kolb-Based Experiential Learning for Generalist Agents with Human-Level Kaggle Data Science Performance
    2024/11/05 by Antoine Grosnit, Grosnit, Antoine, Alexandre Maraval +36 · 4 voices · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.LG
  2. iVideoGPT: Interactive VideoGPTs are Scalable World Models
    2024/05/24 by Jialong Wu, Wu, Jialong, Ningya Feng +10 · 36 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO) #Video Analysis and Summarization
  3. HEBO Pushing The Limits of Sample-Efficient Hyperparameter Optimisation
    2020/12/07 by Alexander I. Cowen-Rivers, Wenlong Lyu, Cowen-Rivers, Alexander I. +19 · 14 citations
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Optimization and Control (math.OC)
  4. Learning to Utilize Shaping Rewards: A New Approach of Reward Shaping
    2020/11/05 by Yujing Hu, Weixun Wang, Hu, Yujing +13 · 12 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Software Engineering Research
  5. A Survey on Interpretable Reinforcement Learning
    2021/12/24 by Claire Glanois, Glanois, Claire, Paul Weng +11 · 12 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG)
  6. Deep Research Agents: A Systematic Examination And Roadmap
    2025/06/22 by Yuxuan Huang, Huang, Yuxuan, Yihang Chen +23 · 2 voices · 40 citations
    #cs.AI
  7. HyAR: Addressing Discrete-Continuous Action Reinforcement Learning via Hybrid Action Representation
    2021/09/12 by Boyan Li, Li, Boyan, Hongyao Tang +13 · 9 citations
    Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
  8. SPA-Bench: A Comprehensive Benchmark for SmartPhone Agent Evaluation
    2024/10/19 by Jingxuan Chen, Chen, Jingxuan, Bin Xie +28 · 22 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Peer-to-Peer Network Technologies
  9. MetaDiffuser: Diffusion Model as Conditional Planner for Offline Meta-RL
    2023/05/31 by Fei Ni, Jianye Hao, Ni, Fei +11 · 11 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Robotic Locomotion and Control #Evolutionary Algorithms and Applications
  10. SpatialCoT: Advancing Spatial Reasoning through Coordinate Alignment and Chain-of-Thought for Embodied Task Planning
    2025/01/17 by Yuecheng Liu, Dafeng Chi, Liu, Yuecheng +29 · 1 voice · 19 citations
    #cs.RO #cs.AI #cs.CV
  11. SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving
    2020/10/19 by Ming Zhou, Jun Luo, Zhou, Ming +68 · 12 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Autonomous Vehicle Technology and Safety #Transportation and Mobility Innovations
  12. LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation
    2023/12/28 by Ruizhe Zhong, Zhong, Ruizhe, Xingbo Du +17 · 10 citations
    Computer Science · Engineering · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning in Materials Science #Software Engineering Research
  13. CausalVAE: Structured Causal Disentanglement in Variational Autoencoder
    2020/04/18 by Mengyue Yang, Yang, Mengyue, Furui Liu +9 · 9 citations
    Computer Science · #Topic Modeling #Machine Learning in Healthcare #Advanced Text Analysis Techniques
  14. CellAgent: An LLM-driven Multi-Agent Framework for Automated Single-cell Data Analysis
    2024/07/13 by Yihang Xiao, Jinyi Liu, Xiao, Yihang +21 · 10 citations
    Biochemistry, Genetics and Molecular Biology · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Genomics (q-bio.GN) #Human-Computer Interaction (cs.HC) #Scientific Computing and Data Management #Single-cell and spatial transcriptomics
  15. Automatic Web Testing using Curiosity-Driven Reinforcement Learning
    2021/03/10 by Yan Zheng, Zheng, Yan, Yi Liu +11 · 4 citations
    Computer Science · #Software Testing and Debugging Techniques #Advanced Malware Detection Techniques #Software Engineering Research
  16. Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation
    2021/08/14 by Yankai Chen, Chen, Yankai, Meng‐Lin Yang +11 · 4 citations
    Computer Science · Psychology · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Mental Health via Writing #Recommender Systems and Techniques
  17. SheetAgent: Towards A Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models
    2024/03/06 by Yibin Chen, Yifu Yuan, Chen, Yibin +13 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Spreadsheets and End-User Computing
  18. CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making
    2024/06/13 by Zibin Dong, Dong, Zibin, Yifu Yuan +11 · 6 citations
    Computer Science · Decision Sciences · #Statistical and Computational Modeling #Simulation Techniques and Applications
  19. Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection
    2023/05/09 by Jiajun Fan, Fan, Jiajun, Yuzheng Zhuang +13 · 4 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
  20. Reinforced In-Context Black-Box Optimization
    2024/02/27 by Lei Song, Chenxiao Gao, Song, Lei +13 · 4 citations
    Engineering · #Scheduling and Optimization Algorithms
  21. DAG Matters! GFlowNets Enhanced Explainer For Graph Neural Networks
    2023/03/04 by Wenqian Li, Li, Wenqian, Yinchuan Li +7 · 3 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
  22. KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge
    2020/02/18 by Peng Zhang, Jianye Hao, Zhang, Peng +11 · 2 citations
    Computer Science · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and ELM #Reinforcement Learning in Robotics
  23. Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems
    2023/05/02 by Yuening Wang, Wang, Yuening, Yingxue Zhang +11 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques
  24. ChiPFormer: Transferable Chip Placement via Offline Decision Transformer
    2023/06/26 by Yao Lai, Jinxin Liu, Lai, Yao +9 · 3 citations
    Engineering · #Ferroelectric and Negative Capacitance Devices #VLSI and FPGA Design Techniques #Advancements in Photolithography Techniques
  25. Machine Learning Insides OptVerse AI Solver: Design Principles and Applications
    2024/01/11 by Xijun Li, Fangzhou Zhu, Li, Xijun +49 · 4 citations
    Computer Science · Psychology · #Neural Networks and Reservoir Computing #Educational Games and Gamification #Artificial Intelligence in Games
  26. 3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds
    2025/02/27 by Hengshuo Chu, Chu, Hengshuo, Xiang Deng +11 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Robotics (cs.RO) #Text Readability and Simplification #Topic Modeling
  27. Dynamic Bottleneck for Robust Self-Supervised Exploration
    2021/10/20 by Chenjia Bai, Lingxiao Wang, Bai, Chenjia +11 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  28. Flattening Sharpness for Dynamic Gradient Projection Memory Benefits\n Continual Learning
    2021/10/09 by Danruo Deng, Guangyong Chen, Deng, Danruo +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  29. Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning
    2023/12/22 by Filippos Christianos, Christianos, Filippos, Georgios Papoudakis +29 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  30. PMIC: Improving Multi-Agent Reinforcement Learning with Progressive\n Mutual Information Collaboration
    2022/03/16 by Pengyi Li, Li, Pengyi, Tang, Hongyao +16 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · Psychology · #Action Observation and Synchronization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Insect and Arachnid Ecology and Behavior #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Robot Manipulation and Learning
  31. ERL-Re2: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation
    2022/10/26 by Jianye Hao, Hao, Jianye, Pengyi Li +9 · 2 citations
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
  32. A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design
    2023/08/22 by Zhihai Wang, Lei Chen, Wang, Zhihai +17 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #VLSI and Analog Circuit Testing #VLSI and FPGA Design Techniques
  33. A Graph-Enhanced Click Model for Web Search
    2022/06/17 by Jianghao Lin, Lin, Jianghao, Weiwen Liu +15 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Recommender Systems and Techniques
  34. AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model
    2023/10/03 by Zibin Dong, Dong, Zibin, Yifu Yuan +17 · 2 citations
    Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mental Health Research Topics
  35. HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking
    2025/05/05 by Runquan Gui, Zhihai Wang, Gui, Runquan +17 · 7 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  36. Embodied-R1: Reinforced Embodied Reasoning for General Robotic Manipulation
    2025/08/19 by Yifu Yuan, Yuan, Yifu, Cui, Haiqin +15 · 13 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
  37. OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments
    2023/12/19 by Jinyi Liu, Liu, Jinyi, Zhi Wang +15 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  38. PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling
    2024/02/27 by Ruizhe Zhong, Junjie Ye, Zhong, Ruizhe +11 · 2 citations
    Engineering · Computer Science · #Low-power high-performance VLSI design #VLSI and FPGA Design Techniques #VLSI and Analog Circuit Testing
  39. Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets
    2020/05/19 by Cong Fei, Fei, Cong, Bin Wang +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  40. Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising
    2020/06/29 by Xiaotian Hao, Zhaoqing Peng, Hao, Xiaotian +27 · 1 citation
    Business, Management and Accounting · Decision Sciences · #Advanced Bandit Algorithms Research #Consumer Market Behavior and Pricing #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Supply Chain and Inventory Management #Systems and Control (eess.SY) #electronic engineering #information engineering
  41. Event-Triggered Multi-agent Reinforcement Learning with Communication under Limited-bandwidth Constraint
    2020/10/10 by Guangzheng Hu, Hu, Guangzheng, Yuanheng Zhu +7 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics #Distributed Control Multi-Agent Systems #Adaptive Dynamic Programming Control
  42. DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering
    2025/04/25 by Cheng Rong, Cheng, Rong, Jinyi Liu +15 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  43. AttentionPredictor: Temporal Patterns Matter for KV Cache Compression
    2025/02/06 by Qingyue Yang, Jie Wang, Yang, Qingyue +19 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  44. SEIHAI: A Sample-efficient Hierarchical AI for the MineRL Competition
    2021/11/17 by Hangyu Mao, Mao, Hangyu, Chao Wang +15 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
  45. GFlowCausal: Generative Flow Networks for Causal Discovery
    2022/10/15 by Wenqian Li, Yinchuan Li, Li, Wenqian +9 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Quality and Management #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  46. ViMo: A Generative Visual GUI World Model for App Agents
    2025/04/15 by Dezhao Luo, Luo, Dezhao, Bohan Tang +15 · 2 citations
    Computer Science · Engineering · #Multimodal Machine Learning Applications #Human Motion and Animation #Web Data Mining and Analysis
  47. Lightweight Neural App Control
    2024/10/23 by Filippos Christianos, Christianos, Filippos, Georgios Papoudakis +9 · 3 citations
    Computer Science · #Neural Networks and Applications
  48. Plan To Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement Learning
    2023/01/20 by Zifan Wu, Wu, Zifan, Chao Yu +7 · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  49. Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinforcement Learning
    2023/03/31 by Zifan Wu, Wu, Zifan, Chao Yu +7 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics
  50. Generative Models in Decision Making: A Survey
    2025/02/24 by Xinyu Shao, Jianping Zhang, Li, Yinchuan +20 · 3 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #FOS: Computer and information sciences #Machine Learning (cs.LG)
  51. Evolving LLMs' Self-Refinement Capability via Synergistic Training-Inference Optimization
    2025/02/08 by Yongcheng Zeng, Zeng, Yongcheng, Xinyu Cui +20 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  52. GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection
    2024/05/17 by Zhanguang Zhang, Zhang, Zhanguang, Didier Chételat +17 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Software Engineering Research #Software Engineering Techniques and Practices
  53. Omni-Thinker: Scaling Multi-Task RL in LLMs with Hybrid Reward and Task Scheduling
    2025/07/20 by Danrui Li, Li, Derek, Jiaming Zhou +18 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Real-Time Systems Scheduling #Scheduling and Optimization Algorithms
  54. MODULI: Unlocking Preference Generalization via Diffusion Models for Offline Multi-Objective Reinforcement Learning
    2024/08/28 by Yifu Yuan, Zhenrui Zheng, Yuan, Yifu +5 · 1 citation
    Business, Management and Accounting · Computer Science · Energy · #Artificial Intelligence (cs.AI) #Consumer Market Behavior and Pricing #Energy Efficiency and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  55. Enhancing Logical Reasoning in Large Language Models through Graph-based Synthetic Data
    2024/09/19 by Jiaming Zhou, Abbas Ghaddar, Zhou, Jiaming +17 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  56. Trajectory World Models for Heterogeneous Environments
    2025/02/03 by Yin, Shaofeng, Jialong Wu, Wu, Jialong +9 · 1 citation
    Social Sciences · Engineering · #Transportation Planning and Optimization #Traffic control and management
  57. Few-Shot Vision-Language Action-Incremental Policy Learning
    2025/04/22 by Mingchen Song, Song, Mingchen, Xiang Deng +13 · 1 citation
    Computer Science · Health Professions · #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Machine Learning (cs.LG) #Natural Language Processing Techniques #Robotics (cs.RO)