Tobias Pohlen
Tobias Pohlen
DeepMind
Verified email at google.com
Title
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Year
Grandmaster level in StarCraft II using multi-agent reinforcement learning
O Vinyals, I Babuschkin, WM Czarnecki, M Mathieu, A Dudzik, J Chung, ...
Nature 575 (7782), 350-354, 2019
12402019
Full-resolution residual networks for semantic segmentation in street scenes
T Pohlen, A Hermans, M Mathias, B Leibe
Computer Vision and Pattern Recognition (CVPR), 2017
4462017
Reward learning from human preferences and demonstrations in Atari
B Ibarz, J Leike, T Pohlen, G Irving, S Legg, D Amodei
Advances in Neural Information Processing Systems (NIPS/NeurIPS), 2018
1042018
Observe and look further: Achieving consistent performance on atari
T Pohlen, B Piot, T Hester, MG Azar, D Horgan, D Budden, G Barth-Maron, ...
arXiv preprint arXiv:1805.11593, 2018
572018
Mel Vecerík, et al. Observe and look further: Achieving consistent performance on atari
T Pohlen, B Piot, T Hester, MG Azar, D Horgan, D Budden, G Barth-Maron, ...
arXiv preprint arXiv:1805.11593, 2018
252018
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes. arXiv 2016
T Pohlen, A Hermans, M Mathias, B Leibe
arXiv preprint arXiv:1611.08323, 0
6
Semantic segmentation of modular furniture
T Pohlen, I Badami, M Mathias, B Leibe
Applications of Computer Vision (WACV), 2016
42016
Towards Consistent Performance on Atari using Expert Demonstrations
T Pohlen, B Piot, T Hester, MG Azar, D Horgan, D Budden, G Barth-Maron, ...
2018
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