Creating Multimodal Interactive Agents with Imitation and Self-Supervised Learning.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2021
Human Instruction-Following with Deep Reinforcement Learning via Transfer-Learning from Text.
CoRR, 2020
Multiplicative Interactions and Where to Find Them.
Proceedings of the 8th International Conference on Learning Representations, 2020
A Generalized Framework for Population Based Training.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the 35th International Conference on Machine Learning, 2018
Dynamic control flow in large-scale machine learning.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the Thirteenth EuroSys Conference, 2018
The Predictron: End-To-End Learning and Planning.
,
,
,
,
,
,
,
,
,
,
Proceedings of the 34th International Conference on Machine Learning, 2017
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Asynchronous Methods for Deep Reinforcement Learning.
Proceedings of the 33nd International Conference on Machine Learning, 2016