Wojciech Marian Czarnecki
- Reinforcement Learning with Unsupervised Auxiliary Tasks
2016/11/16 by Max Jaderberg, Volodymyr Mnih, Jaderberg, Max +12 · 3 voices · 65 citations
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Data Stream Mining Techniques
- Understanding Synthetic Gradients and Decoupled Neural Interfaces
2017/03/01 by Wojciech Marian Czarnecki, Czarnecki, Wojciech Marian, Grzegorz Świrszcz +9 · 4 voices · 6 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Neural Networks and Applications #Quantum Computing Algorithms and Architecture #cs.LG #cs.NE
- Decoupled Neural Interfaces using Synthetic Gradients
2016/08/18 by Max Jaderberg, Wojciech Marian Czarnecki, Jaderberg, Max +11 · 2 voices · 19 citations
Computer Science · Engineering · #cs.LG
- From Motor Control to Team Play in Simulated Humanoid Football
2021/05/25 by Siqi Liu, Liu, Siqi, Guy Lever +45 · 2 voices · 8 citations
Computer Science · Economics, Econometrics and Finance · Psychology · #Action Observation and Synchronization #Human Pose and Action Recognition #Sports Analytics and Performance #cs.AI #cs.MA #cs.NE #cs.RO
- Sobolev Training for Neural Networks
2017/06/15 by Wojciech Marian Czarnecki, Simon Osindero, Czarnecki, Wojciech Marian +7 · 1 voice · 15 citations
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning and Data Classification #cs.LG
- Population Based Training of Neural Networks
2017/11/27 by Max Jaderberg, Valentin Dalibard, Jaderberg, Max +21 · 27 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE)
- Distral: Robust Multitask Reinforcement Learning
2017/07/13 by Yee Whye Teh, Victor Bapst, Teh, Yee Whye +13 · 13 citations
Computer Science · #Adaptive Dynamic Programming Control #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Reinforcement Learning in Robotics
- α-Rank: Multi-Agent Evaluation by Evolution
2019/03/04 by Shayegan Omidshafiei, Christos Papadimitriou, Christos H. Papadimitriou +21 · 1 voice · 4 citations
Computer Science · Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence in Games #Evolutionary Game Theory and Cooperation #Sports Analytics and Performance #cs.GT #cs.MA
- Grounded Language Learning in a Simulated 3D World
2017/06/20 by Karl Moritz Hermann, Felix Hill, Hermann, Karl Moritz +25 · 20 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Multimodal Machine Learning Applications
- A study on the plasticity of neural networks
2021/05/31 by Tudor Berariu, Berariu, Tudor, Wojciech Marian Czarnecki +11 · 10 citations
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks
- Adapting Auxiliary Losses Using Gradient Similarity
2018/12/05 by Yunshu Du, Du, Yunshu, Wojciech Marian Czarnecki +8 · 9 citations
Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Multi-task Deep Reinforcement Learning with PopArt
2018/09/12 by Matteo Hessel, Hessel, Matteo, Hubert Soyer +9 · 8 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Distilling Policy Distillation
2019/02/06 by Wojciech Marian Czarnecki, Czarnecki, Wojciech Marian, Razvan Pascanu +9 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
- On Loss Functions for Deep Neural Networks in Classification
2017/02/18 by Katarzyna Janocha, Wojciech Marian Czarnecki, Janocha, Katarzyna +1 · 5 citations
Computer Science · #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Mix&Match - Agent Curricula for Reinforcement Learning
2018/06/05 by Wojciech Marian Czarnecki, Czarnecki, Wojciech Marian, Siddhant M. Jayakumar +13 · 2 citations
Computer Science · #Reinforcement Learning in Robotics #Multi-Agent Systems and Negotiation #Software Engineering Research
- AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning
2023/08/07 by Michaël Mathieu, Mathieu, Michaël, Sherjil Ozair +45 · 2 citations
Computer Science · Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sports Analytics and Performance
- Information asymmetry in KL-regularized RL
2019/05/03 by Alexandre Galashov, Siddhant M. Jayakumar, Galashov, Alexandre +17 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Neural Networks and Applications #Reinforcement Learning in Robotics
- Exploring the Space of Key-Value-Query Models with Intention
2023/05/17 by Marta Garnelo, Wojciech Marian Czarnecki, Garnelo, Marta +1 · 1 voice
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #cs.LG #cs.NE