Wojciech Marian Czarnecki

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Computational Drug Discovery Methods, Neural Networks and Applications, Machine Learning and Data Classification, Machine Learning and ELM

Most-Cited Works

• → Grandmaster level in StarCraft II using multi-agent reinforcement learning(2019)3,358 cited
• → Human-level performance in 3D multiplayer games with population-based reinforcement learning(2019)669 cited
• → On Loss Functions for Deep Neural Networks in Classification(2017)593 cited
• → Value-Decomposition Networks For Cooperative Multi-Agent Learning Based On Team Reward(2018)488 cited
• Progress & Compress: A scalable framework for continual learning(2018)
• → Reinforcement Learning with Unsupervised Auxiliary Tasks(2016)271 cited
• → Population Based Training of Neural Networks(2017)249 cited
• → Multi-Task Deep Reinforcement Learning with PopArt(2019)202 cited
• → Distral: Robust Multitask Reinforcement Learning(2017)183 cited
• → Grounded Language Learning in a Simulated 3D World(2017)153 cited