Soltoggio, Andrea

1. Wasserstein Task Embedding for Measuring Task Similarities
   2022/08/24 by Xinran Liu, Yikun Bai, Liu, Xinran +7 · 7 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. R³: On-device Real-Time Deep Reinforcement Learning for Autonomous Robotics
   2023/08/29 by Li, Zexin, Samanta, Aritra, Li, Yufei +3 · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
3. Sharing Lifelong Reinforcement Learning Knowledge via Modulating Masks
   2023/05/18 by Saptarshi Nath, Christos Peridis, Nath, Saptarshi +13 · 4 citations
   Computer Science · #Age of Information Optimization #Artificial Intelligence (cs.AI) #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Parallel #Reinforcement Learning in Robotics #and Cluster Computing (cs.DC)
4. Improving the Segmentation of Scanning Probe Microscope Images using Convolutional Neural Networks
   2020/08/27 by Farley, Steff, Hodgkinson, Jo E. A., Gordon, Oliver M. +4 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
5. Statistical Context Detection for Deep Lifelong Reinforcement Learning
   2024/05/29 by Dick, Jeffery, Nath, Saptarshi, Peridis, Christos +3 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. SLOSH: Set LOcality Sensitive Hashing via Sliced-Wasserstein Embeddings
   2021/12/11 by Lu, Yuzhe, Liu, Xinran, Soltoggio, Andrea +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. The configurable tree graph (CT-graph): measurable problems in partially observable and distal reward environments for lifelong reinforcement learning
   2023/01/21 by Andrea Soltoggio, Eseoghene Ben-Iwhiwhu, Soltoggio, Andrea +11 · 1 citation
   Computer Science · #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Software Engineering Research