Xu, Lily
- Optimistic Whittle Index Policy: Online Learning for Restless Bandits
2022/05/30 by Kai Wang, Lily Xu, Wang, Kai +5 · 4 citations
Decision Sciences · #Advanced Bandit Algorithms Research
- Stay Ahead of Poachers: Illegal Wildlife Poaching Prediction and Patrol Planning Under Uncertainty with Field Test Evaluations
2019/03/08 by Lily Xu, Shahrzad Gholami, Xu, Lily +25 · 3 citations
Environmental Science · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Species Distribution and Climate Change #Wildlife Ecology and Conservation #Wildlife-Road Interactions and Conservation
- Artificial Replay: A Meta-Algorithm for Harnessing Historical Data in Bandits
2022/09/30 by Siddhartha Banerjee, Sean R. Sinclair, Banerjee, Siddhartha +7 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing
- Robust Reinforcement Learning Under Minimax Regret for Green Security
2021/06/15 by Lily Xu, Xu, Lily, Andrew Perrault +7 · 2 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Infrastructure Resilience and Vulnerability Analysis #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits
2024/02/07 by Liang, Biyonka, Xu, Lily, Taneja, Aparna +2 · 2 citations
#Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Coordinating Followers to Reach Better Equilibria: End-to-End Gradient Descent for Stackelberg Games
2021/06/06 by Wang, Kai, Xu, Lily, Perrault, Andrew +2 · 1 citation
#Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences