Stephanie Milani

1. Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods
   2021/02/25 by Nicholay Topin, Topin, Nicholay, Stephanie Milani +5 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Bayesian Modeling and Causal Inference
2. MABL: Bi-Level Latent-Variable World Model for Sample-Efficient Multi-Agent Reinforcement Learning
   2023/04/12 by Aravind Venugopal, Stephanie Milani, Venugopal, Aravind +5 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Topic Modeling
3. Retrospective Analysis of the 2019 MineRL Competition on Sample Efficient Reinforcement Learning
   2020/03/10 by Stephanie Milani, Nicholay Topin, Milani, Stephanie +13 · 2 citations
   Computer Science · Engineering · #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Machine Learning and Data Classification
4. Unilateral Posterior Crossbite is Not Associated with TMJ Clicking in Young Adolescents
   2007/02/01 by Mauro Farella, M. Farella, A. Michelotti +7 · 1 citation
   Health Professions · Dentistry · Medicine · #Temporomandibular Joint Disorders #Orthodontics and Dentofacial Orthopedics #Botulinum Toxin and Related Neurological Disorders
5. MineRL Diamond 2021 Competition: Overview, Results, and Lessons Learned
   2022/02/17 by Anssi Kanervisto, Stephanie Milani, Kanervisto, Anssi +40 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
6. MAVIPER: Learning Decision Tree Policies for Interpretable Multi-Agent Reinforcement Learning
   2022/05/25 by Stephanie Milani, Zhicheng Zhang, Milani, Stephanie +11 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
7. LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning
   2024/07/22 by Zhuorui Ye, Stephanie Milani, Ye, Zhuorui +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical and Computational Modeling