Greg Wayne

According to our database1, Greg Wayne authored at least 21 papers between 2014 and 2018.

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Bibliography

2018
Optimizing Agent Behavior over Long Time Scales by Transporting Value.
CoRR, 2018

The Kanerva Machine: A Generative Distributed Memory.
CoRR, 2018

Probing Physics Knowledge Using Tools from Developmental Psychology.
CoRR, 2018

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

2017
Building Machines that Learn and Think for Themselves: Commentary on Lake et al., Behavioral and Brain Sciences, 2017.
CoRR, 2017

Robust Imitation of Diverse Behaviors.
CoRR, 2017

Learning human behaviors from motion capture by adversarial imitation.
CoRR, 2017

Emergence of Locomotion Behaviours in Rich Environments.
CoRR, 2017

Generative Temporal Models with Memory.
CoRR, 2017

Robust Imitation of Diverse Behaviors.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

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

Toward an Integration of Deep Learning and Neuroscience.
Front. Comput. Neurosci., 2016

Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes.
CoRR, 2016

Learning and Transfer of Modulated Locomotor Controllers.
CoRR, 2016

Associative Long Short-Term Memory.
CoRR, 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

Associative Long Short-Term Memory.
Proceedings of the 33nd International Conference on Machine Learning, 2016

2015
Learning Continuous Control Policies by Stochastic Value Gradients.
CoRR, 2015

Learning Continuous Control Policies by Stochastic Value Gradients.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014
Hierarchical Control Using Networks Trained with Higher-Level Forward Models.
Neural Computation, 2014

Neural Turing Machines.
CoRR, 2014


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