Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Learning Goal-Conditioned Policies Offline with Self-Supervised Reward Shaping.

[BibT_eX]

[DOI]

Lina Mezghani

Proceedings of the Conference on Robot Learning, 2022

2021

Hash Layers For Large Sparse Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Not All Memories are Created Equal: Learning to Forget by Expiring.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Learning to Visually Navigate in Photorealistic Environments Without any Supervision.

[BibT_eX]

[DOI]

CoRR, 2020

Accessing Higher-level Representations in Sequential Transformers with Feedback Memory.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Augmenting Self-attention with Persistent Memory.

[BibT_eX]

[DOI]

CoRR, 2019

Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks.

[BibT_eX]

[DOI]

Amanpreet Singh

Tushar Jain

Sainbayar Sukhbaatar

Proceedings of the 7th International Conference on Learning Representations, 2019

Adaptive Attention Span in Transformers.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Training Hybrid Language Models by Marginalizing over Segmentations.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Elements of Intelligence: Memory, Communication and Intrinsic Motivation.

[BibT_eX]

[DOI]

Sainbayar Sukhbaatar

PhD thesis, 2018

Learning Goal Embeddings via Self-Play for Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Planning with Arithmetic and Geometric Attributes.

[BibT_eX]

[DOI]

CoRR, 2018

Composable Planning with Attributes.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Learning Multiagent Communication with Backpropagation.

[BibT_eX]

[DOI]

Sainbayar Sukhbaatar

Arthur Szlam

Rob Fergus

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Simple Baseline for Visual Question Answering.

[BibT_eX]

[DOI]

CoRR, 2015

Weakly Supervised Memory Networks.

[BibT_eX]

[DOI]

CoRR, 2015

MazeBase: A Sandbox for Learning from Games.

[BibT_eX]

[DOI]

CoRR, 2015

Learning from Noisy Labels with Deep Neural Networks.

[BibT_eX]

[DOI]

Sainbayar Sukhbaatar

Rob Fergus

Proceedings of the 3rd International Conference on Learning Representations, 2015

End-To-End Memory Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2013

Auto-pooling: Learning to Improve Invariance of Image Features from Image Sequences

[BibT_eX]

[DOI]

Sainbayar Sukhbaatar

Takaki Makino

Kazuyuki Aihara

Proceedings of the 1st International Conference on Learning Representations, 2013

2011

Robust Generation of Dynamical Patterns in Human Motion by a Deep Belief Nets.

[BibT_eX]

[DOI]

Proceedings of the 3rd Asian Conference on Machine Learning, 2011

Sainbayar Sukhbaatar

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