Stable Opponent Shaping in Differentiable Games.
Letcher, A.; Foerster, J.; Balduzzi, D.; Rocktäschel, T.; and Whiteson, S.
In
ICLR 2019, 2019.
link
bibtex
@inproceedings{letcher2019stable,
title={Stable Opponent Shaping in Differentiable Games},
author={Letcher, Alistair and Foerster, Jakob and Balduzzi, David and Rockt{\"a}schel, Tim and Whiteson, Shimon},
booktitle={ICLR 2019},
year={2019}
}
NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language.
Weber, L.; Minervini, P.; Münchmeyer, J.; Leser, U.; and Rocktäschel, T.
In
ACL 2019, 2019.
link
bibtex
@inproceedings{weber2019nlprolog,
title={NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language},
author={Weber, Leon and Minervini, Pasquale and M{\"u}nchmeyer, Jannes and Leser, Ulf and Rockt{\"a}schel, Tim},
booktitle={ACL 2019},
year={2019}
}
Learning to Speak and Act in a Fantasy Text Adventure Game.
Urbanek, J.; Fan, A.; Karamcheti, S.; Jain, S.; Humeau, S.; Dinan, E.; Rocktäschel, T.; Kiela, D.; Szlam, A.; and Weston, J.
In
EMNLP 2019, 2019.
link
bibtex
@inproceedings{urbanek2019learning,
title={Learning to Speak and Act in a Fantasy Text Adventure Game},
author={Urbanek, Jack and Fan, Angela and Karamcheti, Siddharth and Jain, Saachi and Humeau, Samuel and Dinan, Emily and Rockt{\"a}schel, Tim and Kiela, Douwe and Szlam, Arthur and Weston, Jason},
booktitle={EMNLP 2019},
year={2019}
}
A Baseline for Any Order Gradient Estimation in Stochastic Computation Graphs.
Mao, J.; Foerster, J.; Rocktäschel, T.; Al-Shedivat, M.; Farquhar, G.; and Whiteson, S.
In
ICML 2019, 2019.
link
bibtex
@inproceedings{mao2019baseline,
title={A Baseline for Any Order Gradient Estimation in Stochastic Computation Graphs},
author={Mao, Jingkai and Foerster, Jakob and Rockt{\"a}schel, Tim and Al-Shedivat, Maruan and Farquhar, Gregory and Whiteson, Shimon},
booktitle={ICML 2019},
year={2019}
}
HUNER: Improving Biomedical NER with Pretraining.
Weber, L.; Münchmeyer, J.; Rocktäschel, T.; Habibi, M.; and Leser, U.
Bioinformatics. 2019.
link
bibtex
@article{weber2019huner,
title={HUNER: Improving Biomedical NER with Pretraining},
author={Weber, Leon and M{\"u}nchmeyer, Jannes and Rockt{\"a}schel, Tim and Habibi, Maryam and Leser, Ulf},
journal={Bioinformatics},
year={2019}
}
Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings.
Cowen-Rivers, A. I; Minervini, P.; Rocktaschel, T.; Bosnjak, M.; Riedel, S.; and Wang, J.
NeSy 2019. 2019.
link
bibtex
@article{cowen2019neural,
title={Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings},
author={Cowen-Rivers, Alexander I and Minervini, Pasquale and Rocktaschel, Tim and Bosnjak, Matko and Riedel, Sebastian and Wang, Jun},
journal={NeSy 2019},
year={2019}
}
Language Models as Knowledge Bases?.
Petroni, F.; Rocktäschel, T.; Lewis, P.; Bakhtin, A.; Wu, Y.; Miller, A. H; and Riedel, S.
In
EMNLP 2019, 2019.
link
bibtex
@inproceedings{petroni2019language,
title={Language Models as Knowledge Bases?},
author={Petroni, Fabio and Rockt{\"a}schel, Tim and Lewis, Patrick and Bakhtin, Anton and Wu, Yuxiang and Miller, Alexander H and Riedel, Sebastian},
booktitle={EMNLP 2019},
year={2019}
}
MVFST-RL: An Asynchronous RL Framework for Congestion Control with Delayed Actions.
Sivakumar, V.; Delalleau, O.; Rocktäschel, T.; Miller, A. H.; Küttler, H.; Nardelli, N.; Rabbat, M.; Pineau, J.; and Riedel, S.
In
ML for Systems 2019, 2019.
link
bibtex
@inproceedings{sivakumar2019mvfst,
title={MVFST-RL: An Asynchronous RL Framework for Congestion Control with Delayed Actions},
author={Sivakumar, Viswanath and Delalleau, Olivier and Rockt{\"a}schel, Tim and Miller, Alexander H. and K{\"u}ttler, Heinrich and Nardelli, Nantas and Rabbat, Mike and Pineau, Joelle and Riedel, Sebastian},
booktitle={ML for Systems 2019},
year={2019}
}