Karl Moritz Hermann - AI Profile

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With Saiga we want to ensure the people can make the best use of their time by automating the work they do when they're not at work.

Saiga relies heavily on the latest advances in Machine Learning as well as efficient operations so as to build a product that will really make life easier.

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Selecting actions using multi-modal inputs

KM Hermann, P Blunsom, FG Hill

Bibtex

Learning to Follow Directions in Street View

Karl Moritz Hermann,Mateusz Malinowski,Piotr Mirowski, Andras Banki Horvath, Keith Anderson,Raia Hadsell

AAAI, pp.11773-11781, (2020)

Cited by15EIBibtex

Augmented recurrent neural network with external memory

ET Grefenstette,KM Hermann, M Suleyman,P Blunsom

Cited by4Bibtex

Simulating Early Word Learning in Situated Connectionist Agents

Felix Hill, Stephen Clark, Phil Blunsom,Karl Moritz Hermann

CogSci, (2020)

EIBibtex

Learning To Follow Directions in Street View

Karl Moritz Hermann,Mateusz Malinowski,Piotr Mirowski, Andras Banki-Horvath, Keith Anderson,Raia Hadsell

arXiv: Artificial Intelligence, (2019)

Cited by15EIBibtex

Understanding Early Word Learning in Situated Artificial Agents

Hill Felix,Clark Stephen,Hermann Karl Moritz,Blunsom Phil

Cited by4Bibtex

Hyperbolic Attention Networks

Çaglar Gülçehre,Misha Denil,Mateusz Malinowski, Ali Razavi,Razvan Pascanu,Karl Moritz Hermann,Peter Battaglia,Victor Bapst, David Raposo,Adam Santoro,Nando de Freitas

ICLR, (2019)

Cited by67EIBibtex

The StreetLearn Environment and Dataset

Piotr Mirowski, Andras Banki-Horvath, Keith Anderson, Denis Teplyashin,Karl Moritz Hermann,Mateusz Malinowski,Matthew Koichi Grimes,Karen Simonyan,Koray Kavukcuoglu,Andrew Zisserman,Raia Hadsell

arXiv: Artificial Intelligence, (2019)

Cited by15EIBibtex

Learning to Navigate in Cities Without a Map

Piotr Mirowski,Matthew Koichi Grimes,Mateusz Malinowski,Karl Moritz Hermann, Keith Anderson, Denis Teplyashin,Karen Simonyan,Koray Kavukcuoglu,Andrew Zisserman,Raia Hadsell

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), (2019): 2419-2430

Cited by146EIBibtex

Encoding Spatial Relations from Natural Language

Tiago Ramalho,Tomás Kociský, Frederic Besse,S. M. Ali Eslami, Gábor Melis,Fabio Viola,Phil Blunsom,Karl Moritz Hermann

arXiv: Computation and Language, (2018)

Cited by6EIBibtex

Understanding Grounded Language Learning Agents

Felix Hill,Karl Moritz Hermann,Phil Blunsom, Stephen Clark

arXiv: Computation and Language, (2018)

Cited by21EIBibtex

Learning to encode spatial relations from natural language

Tiago Ramalho, Tomas Kocisky, Frederic Besse, SM Ali Eslami, Gabor Melis,Fabio Viola,Phil Blunsom,Karl Moritz Hermann

(2018)

Bibtex

Pushing the bounds of dropout

Gábor Melis,Charles Blundell,Tomás Kociský,Karl Moritz Hermann,Chris Dyer,Phil Blunsom

arXiv: Machine Learning, (2018)

Cited by8EIBibtex

Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input

Angeliki Lazaridou,Karl Moritz Hermann,Karl Tuyls,Stephen Clark

ICLR, (2018)

Cited by80EIBibtex

DeepMind 双路径智能体结构, 不用地图也能导航

P Mirowski, MK Grimes, M Malinowski,KM Hermann, K ANDerson

Bibtex

The NarrativeQA Reading Comprehension Challenge

Tomáš Kočiský, Jonathan Schwarz,Phil Blunsom,Chris Dyer,Karl Moritz Hermann, Gáabor Melis,Edward Grefenstette

Transactions of the Association for Computational Linguistics, (2018)

Cited by237EIBibtex

SÉLECTION D'ACTIONS À L'AIDE D'ENTRÉES MULTIMODALES

Karl Moritz Hermann, Philip Blunsom, Felix George Hill

Bibtex

Proceedings of the 2nd Workshop on Representation Learning for NLP

Phil Blunsom, Antoine Bordes,Kyunghyun Cho, Shay B Cohen,Chris Dyer,Edward Grefenstette,Karl Moritz Hermann, Laura Rimell, Jason Weston,Scott Yih

Proceedings of the 2nd Workshop on Representation Learning for NLP, (2017)

Bibtex

Grounded Language Learning in a Simulated 3D World

Karl Moritz Hermann,Felix Hill, Simon Green, Fumin Wang, Ryan Faulkner,Hubert Soyer, David Szepesvari,Wojciech Marian Czarnecki,Max Jaderberg, Denis Teplyashin, Marcus Wainwright, Chris Apps

arXiv: Computation and Language, (2017)

Cited by139EIBibtex

Proceedings of the 1st Workshop on Representation Learning for NLP

Phil Blunsom,Kyunghyun Cho, Shay B Cohen,Edward Grefenstette,Karl Moritz Hermann, Laura Rimell,Jason Weston, Wen-tau Yih

Proceedings of the 1st Workshop on Representation Learning for NLP, (2016)

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