Tobias Pohlen

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

Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes

Tobias Pohlen, Alexander Hermans, Markus Mathias et al. · 2017 · 600 citations

Convolutional Neural Network, Scene Analysis, Engineering +17

Observe and Look Further: Achieving Consistent Performance on Atari

Tobias Pohlen, Bilal Piot, Todd Hester et al. · arXiv (Cornell University) · 2018 · 85 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +23

Reward learning from human preferences and demonstrations in Atari

Borja Ibarz, Jan Leike, Tobias Pohlen et al. · arXiv (Cornell University) · 2018 · 39 citations · Full text

Artificial Intelligence, Reward Function, Engineering +17

Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes

Tobias Pohlen, Alexander Hermans, Markus Mathias et al. · arXiv (Cornell University) · 2016 · 17 citations · Full text

Convolutional Neural Network, Scene Analysis, Engineering +17