Feng, Xidong
- Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training
2023/09/29 by Xidong Feng, Feng, Xidong, Ziyu Wan +10 · 84 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Towards Human-Level Bimanual Dexterous Manipulation with Reinforcement Learning
2022/06/17 by Chen, Yuanpei, Wu, Tianhao, Wang, Shengjie +8 · 36 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Robotics (cs.RO)
- ChessGPT: Bridging Policy Learning and Language Modeling
2023/06/15 by Xidong Feng, Feng, Xidong, Yicheng Luo +15 · 1 voice · 20 citations
Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sports Analytics and Performance #Topic Modeling #cs.AI #cs.LG
- Heterogeneous-Agent Reinforcement Learning
2023/04/19 by Yifan Zhong, Jakub Grudzien Kuba, Zhong, Yifan +8 · 27 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models
2024/02/05 by Zhiyuan Hu, Chumin Liu, Hu, Zhiyuan +15 · 2 voices · 6 citations
Computer Science · #Topic Modeling #cs.AI #cs.CL #cs.LG
- Efficient Reinforcement Learning with Large Language Model Priors
2024/10/10 by Yan Song, Yan, Xue, Song, Yan +10 · 13 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
- Heterogeneous-Agent Mirror Learning: A Continuum of Solutions to Cooperative MARL
2022/08/02 by Kuba, Jakub Grudzien, Feng, Xidong, Ding, Shiyao +3 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- TorchOpt: An Efficient Library for Differentiable Optimization
2022/11/13 by Ren, Jie, Feng, Xidong, Liu, Bo +4 · 5 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Mathematical Software (cs.MS) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
- Generating Creative Chess Puzzles
2025/10/27 by Xidong Feng, Vivek Veeriah, Feng, Xidong +23 · 4 voices · 2 citations
#cs.AI #cs.LG
- Natural Language Reinforcement Learning
2024/02/11 by Xidong Feng, Ziyu Wan, Feng, Xidong +13 · 7 citations
Engineering · #Robotics and Automated Systems
- Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning
2023/12/22 by Filippos Christianos, Georgios Papoudakis, Christianos, Filippos +29 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Evaluating In Silico Creativity: An Expert Review of AI Chess Compositions
2025/10/27 by Vivek Veeriah, Veeriah, Vivek, Federico Barbero +23 · 2 voices · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- CMML: Contextual Modulation Meta Learning for Cold-Start Recommendation
2021/08/24 by Feng, Xidong, Chen, Chen, Li, Dong +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- A Theoretical Understanding of Gradient Bias in Meta-Reinforcement Learning
2021/12/31 by Xidong Feng, Feng, Xidong, Bo Liu +13 · 1 citation
Computer Science · Physics and Astronomy · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics
- Contextual Transformer for Offline Meta Reinforcement Learning
2022/11/15 by Lin, Runji, Li, Ye, Feng, Xidong +6 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning
2020/09/29 by Haotian Fu, Fu, Haotian, Hongyao Tang +11 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics