Wojciech Marian Czarnecki

Grandmaster level in StarCraft II using multi-agent reinforcement learning

Oriol Vinyals, I. Babuschkin, Wojciech Marian Czarnecki et al. · Nature · 2019 · 3.4K citations

Computing, Autonomous Systems, Robotics Engineering +16

Human-level performance in 3D multiplayer games with population-based reinforcement learning

Max Jaderberg, Wojciech Marian Czarnecki, Iain Dunning et al. · Science · 2019 · 681 citations · Full text

Computing, Autonomous Systems, Computer Science +16

On Loss Functions for Deep Neural Networks in Classification

Katarzyna Janocha, Wojciech Marian Czarnecki · Schedae Informaticae · 2017 · 600 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Value-Decomposition Networks For Cooperative Multi-Agent Learning Based On Team Reward

Peter Sunehag, Guy Lever, Audrūnas Gruslys et al. · 2018 · 540 citations

Computing, Computer Science, Decentralization +14

Progress & Compress: A scalable framework for continual learning

Jonathan Schwarz, Jelena Luketina, Wojciech Marian Czarnecki et al. · arXiv (Cornell University) · 2018 · 293 citations · Full text

Computing, Computer Science, Artificial Intelligence +16