Hengyuan Hu
- Network Trimming: A Data-Driven Neuron Pruning Approach towards Efficient Deep Architectures
2016/07/12 by Hengyuan Hu, Hu, Hengyuan, Rui Tao Peng +5 · 60 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
- "Other-Play" for Zero-Shot Coordination
2020/03/06 by Hengyuan Hu, Hu, Hengyuan, Adam Lerer +5 · 17 citations
Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Sports Analytics and Performance
- Imitation Bootstrapped Reinforcement Learning
2023/11/03 by Hengyuan Hu, Hu, Hengyuan, Suvir Mirchandani +3 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Off-Belief Learning
2021/03/06 by Hengyuan Hu, Hu, Hengyuan, Adam Lerer +11 · 5 citations
Computer Science · #Reinforcement Learning in Robotics #Machine Learning and Algorithms #Topic Modeling
- Hierarchical Decision Making by Generating and Following Natural Language Instructions
2019/06/03 by Hengyuan Hu, Denis Yarats, Hu, Hengyuan +7 · 1 voice · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Speech and dialogue systems #cs.AI #cs.CL
- Language Instructed Reinforcement Learning for Human-AI Coordination
2023/04/13 by Hengyuan Hu, Hu, Hengyuan, Dorsa Sadigh +1 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Speech and dialogue systems #Topic Modeling
- Human-AI Coordination via Human-Regularized Search and Learning
2022/10/11 by Hengyuan Hu, David Wu, Hu, Hengyuan +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- Superhuman AI for Stratego Using Self-Play Reinforcement Learning and Test-Time Search
2025/11/10 by Samuel Sokota, Sokota, Samuel, Eugene Vinitsky +7 · 3 voices · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence in Games #Reinforcement Learning in Robotics #cs.AI #cs.LG
- What's the Move? Hybrid Imitation Learning via Salient Points
2024/12/06 by Priya Sundaresan, Sundaresan, Priya, Hengyuan Hu +7 · 3 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Machine Learning (cs.LG) #Robotics (cs.RO)
- Toward Grounded Commonsense Reasoning
2023/06/14 by Minae Kwon, Hengyuan Hu, Kwon, Minae +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling