Tim Harley

Asynchronous Methods for Deep Reinforcement Learning

Volodymyr Mnih, Adrià Puigdomènech Badia, Mehdi Mirza et al. · arXiv (Cornell University) · 2016 · 1.7K citations · Full text

Computing, Computer Science, High-performance Computing +13

Hybrid computing using a neural network with dynamic external memory

Alex Graves, Greg Wayne, Malcolm Reynolds et al. · Nature · 2016 · 1.4K citations

Computing, Computer Engineering, Computer Science +14

IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures

Lasse Espeholt, Hubert Soyer, Rémi Munos et al. · arXiv (Cornell University) · 2018 · 612 citations · Full text

Computing, Autonomous Systems, Computer Science +17

Unsupervised Predictive Memory in a Goal-Directed Agent

Greg Wayne, Chia-Chun Hung, Amos David et al. · arXiv (Cornell University) · 2018 · 148 citations · Full text

Computing, Autonomous Systems, Computer Science +15

The predictron: end-to-end learning and planning

David Silver, Hado van Hasselt, Matteo Hessel et al. · International Conference on Machine Learning · 2017 · 96 citations

Computing, Computer Science, Artificial Intelligence +13