Lawhern, Vernon J.
- 2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets
2022/02/14 by Xiaoxi Wei, A. Aldo Faisal, Wei, Xiaoxi +39 · 5 citations
Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neonatal and fetal brain pathology #Signal Processing (eess.SP) #electronic engineering #information engineering
- Imitation Learning with Human Eye Gaze via Multi-Objective Prediction
2021/02/25 by Ravi Kumar Thakur, Thakur, Ravi Kumar, MD-Nazmus Samin Sunbeam +15 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Human-Computer Interaction (cs.HC) #I.2.10 #I.2.6 #I.2.9 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO)
- Crowd-PrefRL: Preference-Based Reward Learning from Crowds
2024/01/17 by Chhan, David, Novoseller, Ellen, Lawhern, Vernon J. · 2 citations
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Integrating Behavior Cloning and Reinforcement Learning for Improved Performance in Dense and Sparse Reward Environments
2019/10/09 by Goecks, Vinicius G., Gremillion, Gregory M., Lawhern, Vernon J. +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Rating-based Reinforcement Learning
2023/07/30 by White, Devin, Wu, Mingkang, Novoseller, Ellen +3 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Scalable Interactive Machine Learning for Future Command and Control
2024/02/09 by Anna Madison, Madison, Anna, Ellen Novoseller +17 · 1 citation
Computer Science · Engineering · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems #Human-Computer Interaction (cs.HC) #I.2.6 #I.2.7 #J.7 #Machine Learning (cs.LG) #Neural Networks and Applications
- Cycle-of-Learning for Autonomous Systems from Human Interaction
2018/08/28 by Nicholas R. Waytowich, Vinicius G. Goecks, Waytowich, Nicholas R. +3 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)