Wojciech Marian Czarnecki

Grandmaster level in StarCraft II using multi-agent reinforcement learning

Oriol Vinyals, I. Babuschkin, Wojciech Marian Czarnecki et al. · Nature · 2019 · 3.3K citations

Artificial Intelligence, Game Ai, Multi-agent Reinforcement Learning +6

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

Max Jaderberg, Wojciech Marian Czarnecki, Iain Dunning et al. · Science · 2019 · 665 citations · Full text

On Loss Functions for Deep Neural Networks in Classification

Katarzyna Janocha, Wojciech Marian Czarnecki · Schedae Informaticae · 2017 · 591 citations · Full text

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

Peter Sunehag, Guy Lever, Audrūnas Gruslys et al. · 2018 · 474 citations

Progress & Compress: A scalable framework for continual learning

Jonathan Schwarz, Jelena Luketina, Wojciech Marian Czarnecki et al. · arXiv (Cornell University) · 2018 · 292 citations · Full text

Artificial Intelligence, Incremental Learning, Engineering +18