Asynchronous Methods for Deep Reinforcement Learning

Volodymyr Mnih, Adrià Puigdomènech Badia, Mehdi Mirza, +5

arXiv (Cornell University)

Artificial IntelligenceAsynchronous MethodsEngineeringMachine LearningAsynchronous Gradient Descent +11

Hybrid computing using a neural network with dynamic external memory

Alex Graves, Greg Wayne, Malcolm Reynolds, +17

Nature

Artificial IntelligenceRecurrent Neural NetworkEngineeringNeural NetworkComputer Engineering +7

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

Lasse Espeholt, Hubert Soyer, Rémi Munos, +9

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningDistributed Ai SystemMulti-agent Learning +14

Unsupervised Predictive Memory in a Goal-Directed Agent

Greg Wayne, Chia-Chun Hung, Amos David, +21

arXiv (Cornell University)

Artificial IntelligenceCognitive ScienceEngineeringMachine LearningAgent Decision-making +13

The predictron: end-to-end learning and planning

David Silver, Hado van Hasselt, Matteo Hessel, +8

International Conference on Machine Learning

Artificial IntelligenceCognitive ScienceEngineeringMachine LearningData Science +12

The Predictron: End-To-End Learning and Planning

David Silver, Hado van Hasselt, Matteo Hessel, +8

arXiv (Cornell University)

Artificial IntelligenceCognitive ScienceEngineeringMachine LearningData Science +12

Multiplicative Interactions and Where to Find Them

Siddhant M. Jayakumar, Jacob Menick, Wojciech Marian Czarnecki, +6

International Conference on Learning Representations

Artificial IntelligenceLarge Ai ModelSequence ModellingEngineeringMachine Learning +13

Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes

Jack W. Rae, Jonathan J. Hunt, Tim Harley, +5

arXiv (Cornell University)

Artificial IntelligenceStructured PredictionEngineeringMachine LearningLarge Language Model +16

A Generalized Framework for Population Based Training

Ang Li, Ola Spyra, Sagi Perel, +6

Artificial IntelligenceTraining SystemEngineeringMachine LearningIntelligent Systems +19

Imitating Interactive Intelligence

Josh Abramson, Arun Ahuja, Iain Barr, +26

arXiv (Cornell University)

Artificial IntelligenceMulti-agent Social InteractionInverse Reinforcement LearningCognitive ScienceInteractive Machine Learning +13