Tim Harley

According to our database1, Tim Harley authored at least 10 papers between 2016 and 2020.

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Timeline

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Bibliography

2020
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

2019
A Generalized Framework for Population Based Training.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018
Unsupervised Predictive Memory in a Goal-Directed Agent.
CoRR, 2018

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

2017
The Predictron: End-To-End Learning and Planning.
Proceedings of the 34th International Conference on Machine Learning, 2017

2016
Hybrid computing using a neural network with dynamic external memory.
Nat., 2016

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


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