Progressive Neural Networks

Andrei A. Rusu, Neil C. Rabinowitz, Guillaume Desjardins, +5

arXiv (Cornell University)

Artificial IntelligenceIncremental LearningEngineeringMachine LearningSequential Learning +17

Vector-based navigation using grid-like representations in artificial agents

Andrea Banino, Caswell Barry, Benigno Uría, +22

Nature

Artificial IntelligencePath PlanningAutomatic NavigationEngineeringField Robotics +6

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

Prefrontal cortex as a meta-reinforcement learning system

Jane X. Wang, Zeb Kurth‐Nelson, Dharshan Kumaran, +5

Nature Neuroscience

NeuropsychologyCognitive SciencePrefrontal CortexMetacognitionNeuroeconomics +6

Learning to reinforcement learn

Jane X. Wang, Zeb Kurth‐Nelson, Dhruva Tirumala, +6

arXiv (Cornell University)

Artificial IntelligenceLarge Ai ModelEngineeringMachine LearningData Science +12

Learning to Navigate in Complex Environments

Piotr Mirowski, Razvan Pascanu, Fabio Viola, +9

arXiv (Cornell University)

Artificial IntelligenceCognitive ScienceEngineeringAutonomous LearningTask Performance +12

Multi-Task Deep Reinforcement Learning with PopArt

Matteo Hessel, Hubert Soyer, Lasse Espeholt, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Artificial IntelligenceEngineeringMachine LearningReinforcement Learning (Computer Engineering)Data Science +12

Grounded Language Learning in a Simulated 3D World

Karl Moritz Hermann, Felix Hill, Simon Green, +11

arXiv (Cornell University)

Second Language LearningLanguage GroundingArtificial IntelligenceEngineeringIntelligent Technology +20

Prefrontal Cortex as a Meta-Reinforcement Learning System

Jane X. Wang, Zeb Kurth‐Nelson, Dharshan Kumaran, +5

NeuropsychologyDevelopmental Cognitive NeurosciencePrefrontal CortexAffective NeuroscienceMetacognition +19

Making Efficient Use of Demonstrations to Solve Hard Exploration Problems

Tom Le Paine, Çaǧlar Gülçehre, Bobak Shahriari, +11

arXiv (Cornell University)

Artificial IntelligenceEngineeringField RoboticsHard Exploration ProblemsIntelligent Systems +18