Liu, Evan Zheran

1. Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration
   2018/02/24 by Evan Zheran Liu, Kelvin Guu, Liu, Evan Zheran +7 · 36 citations
   Computer Science · #Data Stream Mining Techniques #Reinforcement Learning in Robotics #Mobile Crowdsensing and Crowdsourcing
2. Just Train Twice: Improving Group Robustness without Training Group\n Information
   2021/07/19 by Evan Liu, Liu, Evan Zheran, Behzad Haghgoo +15 · 40 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Reinforcement Learning in Robotics
3. A Tutorial on Meta-Reinforcement Learning
   2023/01/19 by Beck, Jacob, Vuorio, Risto, Liu, Evan Zheran +4 · 6 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. AutoBencher: Towards Declarative Benchmark Construction
   2024/07/11 by Li, Xiang Lisa, Kaiyom, Farzaan, Liu, Evan Zheran +3 · 6 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood
   2017/04/25 by Guu, Kelvin, Pasupat, Panupong, Liu, Evan Zheran +1 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Mapping Natural Language Commands to Web Elements
   2018/08/28 by Pasupat, Panupong, Jiang, Tian-Shun, Liu, Evan Zheran +2 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. An Imitation Learning Approach for Cache Replacement
   2020/06/29 by Evan Liu, Liu, Evan Zheran, Milad Hashemi +7 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Cloud Computing and Resource Management #Data Stream Mining Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Decoupling Exploration and Exploitation for Meta-Reinforcement Learning\n without Sacrifices
   2020/08/06 by Evan Zheran Liu, Aditi Raghunathan, Liu, Evan Zheran +5 · 2 citations
   Computer Science · Decision Sciences · Neuroscience · #Advanced Bandit Algorithms Research #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) #Neural dynamics and brain function #Reinforcement Learning in Robotics
9. Learning Options via Compression
   2022/12/08 by Jiang, Yiding, Liu, Evan Zheran, Eysenbach, Benjamin +2 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)