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Lihong Li

  1. Neural Logic Machines
    2019/04/26 by Honghua Dong, Dong, Honghua, Jiayuan Mao +9 · 2 voices · 21 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.LG #stat.ML
  2. Doubly Robust Policy Evaluation and Learning
    2011/03/23 by Miroslav Dudı́k, Dudik, Miroslav, John Langford +3 · 61 citations
    Decision Sciences · Health Professions · Mathematics · #Advanced Bandit Algorithms Research #Advanced Causal Inference Techniques #Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Healthcare Operations and Scheduling Optimization #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robotics (cs.RO)
  3. Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits
    2014/02/04 by Alekh Agarwal, Agarwal, Alekh, Daniel Hsu +9 · 76 citations
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Data Stream Mining Techniques
  4. Contextual Bandit Algorithms with Supervised Learning Guarantees
    2010/02/22 by Alina Beygelzimer, Beygelzimer, Alina, John Langford +7 · 25 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  5. Neural Approaches to Conversational AI
    2018/09/21 by Jianfeng Gao, Michel Galley, Gao, Jianfeng +3 · 1 voice · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  6. Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation
    2018/10/29 by Qiang Liu, Liu, Qiang, Lihong Li +5 · 36 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
  7. Doubly Robust Policy Evaluation and Optimization
    2014/11/01 by Miroslav Dudík, Dumitru Erhan, John Langford +1 · 16 citations
  8. A User Simulator for Task-Completion Dialogues
    2016/12/17 by Xiujun Li, Li, Xiujun, Zachary C. Lipton +9 · 17 citations
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
  9. SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation
    2017/12/29 by Bo Dai, Albert Shaw, Dai, Bo +13 · 19 citations
    Computer Science · #Adaptive Dynamic Programming Control #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  10. Neural Thompson Sampling
    2020/10/02 by Weitong Zhang, Zhang, Weitong, Dongruo Zhou +5 · 11 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  11. Adversarial Attacks on Stochastic Bandits
    2018/10/29 by Kwang-Sung Jun, Jun, Kwang-Sung, Lihong Li +5 · 17 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
  12. DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections
    2019/06/10 by Ofir Nachum, Nachum, Ofir, Yinlam Chow +5 · 11 citations
    Computer Science · Engineering · Decision Sciences · #Reinforcement Learning in Robotics #Smart Grid Energy Management #Advanced Bandit Algorithms Research
  13. GenDICE: Generalized Offline Estimation of Stationary Values
    2020/02/21 by Ruiyi Zhang, Bo Dai, Zhang, Ruiyi +5 · 20 citations
    Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Machine Learning and Algorithms
  14. Deep Reinforcement Learning with a Natural Language Action Space
    2015/11/14 by Ji He, He, Ji, Jianshu Chen +11 · 11 citations
    Computer Science · #Topic Modeling #Artificial Intelligence in Games #Natural Language Processing Techniques
  15. Randomized Exploration in Generalized Linear Bandits
    2019/06/21 by Branislav Kveton, Manzil Zaheer, Kveton, Branislav +9 · 7 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
  16. WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning
    2025/05/22 by Zhepei Wei, Wei, Zhepei, Wenlin Yao +21 · 43 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  17. Neuro-Symbolic Program Synthesis
    2016/11/06 by Emilio Parisotto, Parisotto, Emilio, Abdelrahman Mohamed +9 · 8 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Oil and Gas Production Techniques #Programming Languages (cs.PL) #Software Engineering Research #Software Testing and Debugging Techniques
  18. Sample Complexity of Multi-task Reinforcement Learning
    2013/09/26 by Emma Brunskill, Lihong Li, Brunskill, Emma +1 · 5 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  19. An efficient algorithm for contextual bandits with knapsacks, and an extension to concave objectives
    2015/06/10 by Shipra Agrawal, Agrawal, Shipra, Nikhil R. Devanur +3 · 4 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Reinforcement Learning in Robotics
  20. A Kernel Loss for Solving the Bellman Equation
    2019/05/25 by Yihao Feng, Lihong Li, Feng, Yihao +3 · 7 citations
    Computer Science · Physics and Astronomy · #Adaptive Dynamic Programming Control #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics
  21. BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems
    2016/08/17 by Zachary C. Lipton, Xiujun Li, Lipton, Zachary C. +9 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #Speech and dialogue systems #Topic Modeling
  22. Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning
    2017/04/10 by Baolin Peng, Xiujun Li, Peng, Baolin +11 · 3 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #Multi-Agent Systems and Negotiation
  23. Off-policy Evaluation in Infinite-Horizon Reinforcement Learning with\n Latent Confounders
    2020/07/27 by Andrew Bennett, Bennett, Andrew, Nathan Kallus +5 · 4 citations
    Computer Science · Environmental Science · Economics, Econometrics and Finance · #Reinforcement Learning in Robotics #Environmental Impact and Sustainability #Health Systems, Economic Evaluations, Quality of Life
  24. Neural Contextual Bandits with UCB-based Exploration
    2019/11/11 by Dongruo Zhou, Lihong Li, Zhou, Dongruo +3 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Age of Information Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  25. On the Optimality of Batch Policy Optimization Algorithms
    2021/04/06 by Chenjun Xiao, Yifan Wu, Xiao, Chenjun +13 · 2 citations
    Computer Science · Engineering · #Advanced Manufacturing and Logistics Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optimization and Search Problems #Scheduling and Optimization Algorithms
  26. On the Prior Sensitivity of Thompson Sampling
    2015/06/10 by Che-Yu Liu, Lihong Li, Liu, Che-Yu +1 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  27. Off-Policy Evaluation via the Regularized Lagrangian
    2020/07/07 by Mengjiao Yang, Yang, Mengjiao, Ofir Nachum +7 · 3 citations
    Computer Science · Decision Sciences · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Probabilistic and Robust Engineering Design #Software Reliability and Analysis Research
  28. Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL
    2020/08/30 by Xiaoyu Chen, Chen, Xiaoyu, Jiachen Hu +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  29. A Map of Bandits for E-commerce
    2021/07/01 by Yi Liu, Lihong Li, Liu, Yi +1 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
  30. Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs
    2025/12/18 by Junbo Li, Li, Junbo, Peng Zhou +9 · 2 citations
    Computer Science · #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics