Weng, Paul
- A Survey of Reinforcement Learning from Human Feedback
2023/12/22 by Timo Kaufmann, Kaufmann, Timo, Paul Weng +5 · 65 citations
Computer Science · #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Software Engineering Research
- A Survey on Interpretable Reinforcement Learning
2021/12/24 by Claire Glanois, Paul Weng, Glanois, Claire +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)
- Multi-objective Bandits: Optimizing the Generalized Gini Index
2017/06/15 by Busa-Fekete, Robert, Szorenyi, Balazs, Weng, Paul +1 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning
2020/12/17 by Zimmer, Matthieu, Glanois, Claire, Siddique, Umer +1 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- Neuro-Symbolic Hierarchical Rule Induction
2021/12/26 by Claire Glanois, Xuening Feng, Glanois, Claire +9 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.3 #I.2.6 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
- INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer
2024/02/04 by Fang, Han, Song, Zhihao, Weng, Paul +1 · 7 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning\n with Average and Discounted Rewards
2020/08/18 by Umer Siddique, Paul Weng, Siddique, Umer +3 · 4 citations
Computer Science · Social Sciences · Business, Management and Accounting · #Reinforcement Learning in Robotics #Experimental Behavioral Economics Studies #Supply Chain and Inventory Management
- Generalization in Deep RL for TSP Problems via Equivariance and Local Search
2021/10/07 by Wenbin Ouyang, Yisen Wang, Ouyang, Wenbin +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Reinforcement Learning in Robotics
- Optimizing Quantiles in Preference-based Markov Decision Processes
2016/12/01 by Gilbert, Hugo, Weng, Paul, Xu, Yan · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Analytics and Machine Learning in Vehicle Routing Research
2021/02/19 by Bai, Ruibin, Chen, Xinan, Chen, Zhi-Long +13 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Differentiable Logic Machines
2021/02/23 by Zimmer, Matthieu, Feng, Xuening, Glanois, Claire +6 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Improving Generalization of Deep Reinforcement Learning-based TSP Solvers
2021/10/06 by Wenbin Ouyang, Yisen Wang, Ouyang, Wenbin +7 · 1 citation
Engineering · Computer Science · #Vehicle Routing Optimization Methods #Metaheuristic Optimization Algorithms Research #Reinforcement Learning in Robotics
- Revisiting Data Augmentation in Deep Reinforcement Learning
2024/02/19 by Jianshu Hu, Yunpeng Jiang, Hu, Jianshu +3 · 1 citation
Computer Science · #Reinforcement Learning in Robotics
- Reinforcement Learning From Imperfect Corrective Actions And Proxy Rewards
2024/10/08 by Zhaohui Jiang, Jiang, Zhaohui, Xuening Feng +15 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Imitation Learning from Suboptimal Demonstrations via Meta-Learning An Action Ranker
2024/12/28 by Hongcai He, Fan, Jiangdong, He, Hongcai +6 · 1 citation
Computer Science · #Machine Learning and Data Classification #Human Pose and Action Recognition #Adversarial Robustness in Machine Learning