Tobias Pohlen
DeepMind (United Kingdom)(GB)
Publications by Year
Research Areas
Advanced Neural Network Applications, Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning, Artificial Intelligence in Games, Medical Image Segmentation Techniques
Most-Cited Works
- → Grandmaster level in StarCraft II using multi-agent reinforcement learning(2019)3,358 cited
- → Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes(2017)604 cited
- → Observe and Look Further: Achieving Consistent Performance on Atari(2018)85 cited
- → Reward learning from human preferences and demonstrations in Atari(2018)39 cited
- → Semantic segmentation of modular furniture(2016)6 cited
- → Full-Resolution Residual Networks for Semantic Segmentation in Street\n Scenes(2016)4 cited
- Towards Consistent Performance on Atari using Expert Demonstrations(2018)