James Davidson
- Learning Latent Dynamics for Planning from Pixels
2018/11/12 by Danijar Hafner, Hafner, Danijar, Timothy Lillicrap +11 · 266 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Multimodal Machine Learning Applications
- Robust Adversarial Reinforcement Learning
2017/03/08 by Lerrel Pinto, Pinto, Lerrel, James Davidson +5 · 126 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Robotics (cs.RO)
- Noise Contrastive Priors for Functional Uncertainty
2018/07/24 by Danijar Hafner, Dustin Tran, Hafner, Danijar +7 · 1 voice · 2 citations
Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms #Machine Learning and Data Classification #cs.LG #stat.ML
- TensorFlow Agents: Efficient Batched Reinforcement Learning in TensorFlow
2017/09/08 by Danijar Hafner, Hafner, Danijar, James Davidson +3 · 2 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fuel Cells and Related Materials #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Interpretable Intuitive Physics Model
2018/08/29 by Ye Tian, Ye, Tian, Xiaolong Wang +5 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Time Series Analysis and Forecasting
- Supervision via Competition: Robot Adversaries for Learning Tasks
2016/10/05 by Lerrel Pinto, James Davidson, Pinto, Lerrel +3 · 1 voice
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #cs.CV #cs.LG #cs.RO
- Modulated Policy Hierarchies
2018/11/30 by Alexander Pashevich, Pashevich, Alexander, Danijar Hafner +7 · 1 citation
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural dynamics and brain function #Neuroscience and Neural Engineering #Reinforcement Learning in Robotics