Andrei A. Rusu
- PathNet: Evolution Channels Gradient Descent in Super Neural Networks
2017/01/30 by Chrisantha Fernando, Dylan Banarse, Fernando, Chrisantha +14 · 3 voices · 65 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Neural Networks and Applications #Reinforcement Learning in Robotics #cs.LG #cs.NE
- DiLoCo: Distributed Low-Communication Training of Language Models
2023/11/14 by Arthur Douillard, Qixuan Feng, Douillard, Arthur +16 · 6 voices · 28 citations
Computer Science · Engineering · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Advanced Neural Network Applications
- Progressive Neural Networks
2016/06/15 by Andrei A. Rusu, Neil C. Rabinowitz, Rusu, Andrei A. +13 · 3 voices · 91 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Reinforcement Learning in Robotics #cs.LG
- Policy Distillation
2015/11/19 by Andrei A. Rusu, Sergio Gómez Colmenarejo, Rusu, Andrei A. +15 · 42 citations
Computer Science · Engineering · #Neural Networks and Reservoir Computing #CCD and CMOS Imaging Sensors #Visual Attention and Saliency Detection
- Meta-Learning with Latent Embedding Optimization
2018/07/16 by Andrei A. Rusu, Dushyant Rao, Rusu, Andrei A. +11 · 23 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- DARLA: Improving Zero-Shot Transfer in Reinforcement Learning
2017/07/26 by Irina Higgins, Arka Pal, Higgins, Irina +15 · 8 citations
Computer Science · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Reinforcement and Imitation Learning for Diverse Visuomotor Skills
2018/02/26 by Yuke Zhu, Ziyu Wang, Zhu, Yuke +19 · 9 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
- Asynchronous Local-SGD Training for Language Modeling
2024/01/17 by Bo Liu, Rachita Chhaparia, Liu, Bo +13 · 2 voices · 4 citations
#cs.LG #cs.CL
- Prospective Learning: Principled Extrapolation to the Future
2022/01/19 by Ashwin De Silva, De Silva, Ashwin, Rahul Ramesh +81 · 2 voices
#cs.LG #cs.AI
- DiPaCo: Distributed Path Composition
2024/03/15 by Arthur Douillard, Douillard, Arthur, Qixuan Feng +17 · 1 citation
Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Modular Robots and Swarm Intelligence