Tobias Pohlen

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)