Steven Hansen

According to our database, Steven Hansen authored at least 19 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

In-context Reinforcement Learning with Algorithm Distillation.

Michael Laskin, Luyu Wang, Junhyuk Oh, Emilio Parisotto, Stephen Spencer, Richie Steigerwald, DJ Strouse, Steven Stenberg Hansen, Angelos Filos, Ethan A. Brooks, Maxime Gazeau, Himanshu Sahni, Satinder Singh, Volodymyr Mnih

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Uniqueness and Complexity of Inverse MDP Models.

Marcus Hutter, Steven Hansen

CoRR, 2022

Learning more skills through optimistic exploration.

DJ Strouse, Kate Baumli, David Warde-Farley, Volodymyr Mnih, Steven Stenberg Hansen

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Wasserstein Distance Maximizing Intrinsic Control.

Ishan Durugkar, Steven Hansen, Stephen Spencer, Volodymyr Mnih

CoRR, 2021

Coverage as a Principle for Discovering Transferable Behavior in Reinforcement Learning.

Víctor Campos, Pablo Sprechmann, Steven Hansen, André Barreto, Steven Kapturowski, Alex Vitvitskyi, Adrià Puigdomènech Badia, Charles Blundell

CoRR, 2021

Entropic Desired Dynamics for Intrinsic Control.

Steven Hansen, Guillaume Desjardins, Kate Baumli, David Warde-Farley, Nicolas Heess, Simon Osindero, Volodymyr Mnih

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Relative Variational Intrinsic Control.

Kate Baumli, David Warde-Farley, Steven Hansen, Volodymyr Mnih

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Fast Task Inference with Variational Intrinsic Successor Features.

Steven Hansen, Will Dabney, André Barreto, David Warde-Farley, Tom Van de Wiele, Volodymyr Mnih

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Generalization of Reinforcement Learners with Working and Episodic Memory.

Meire Fortunato, Melissa Tan, Ryan Faulkner, Steven Hansen, Adrià Puigdomènech Badia, Gavin Buttimore, Charlie Deck, Joel Z. Leibo, Charles Blundell

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Unsupervised Control Through Non-Parametric Discriminative Rewards.

David Warde-Farley, Tom Van de Wiele, Tejas D. Kulkarni, Catalin Ionescu, Steven Hansen, Volodymyr Mnih

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Fast deep reinforcement learning using online adjustments from the past.

Steven Hansen, Alexander Pritzel, Pablo Sprechmann, André Barreto, Charles Blundell

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Deep Episodic Value Iteration for Model-based Meta-Reinforcement Learning.

Steven Stenberg Hansen

CoRR, 2017

Minimally Naturalistic Artificial Intelligence.

Steven Stenberg Hansen

CoRR, 2017

Long Timescale Credit Assignment in NeuralNetworks with External Memory.

Steven Stenberg Hansen

CoRR, 2017

Neural responses decrease while performance increases with practice: A neural network model.

Milena Rabovsky, Steven Stenberg Hansen, James L. McClelland

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016

N400 amplitudes reflect change in a probabilistic representation of meaning: Evidence from a connectionist model.

Milena Rabovsky, Steven Stenberg Hansen, James L. McClelland

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Tutorial Workshop on Contemporary Deep Neural Network Models.

James L. McClelland, Steven Stenberg Hansen, Andrew M. Saxe

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2014

Two Plus Three Is Five: Discovering Efficient Addition Strategies without Metacognition.

Steven Stenberg Hansen, Cameron R. L. McKenzie, James L. McClelland

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2011

Human-Like Understanding of Two-Line Figures.

Steven Stenberg Hansen, David S. Touretzky

Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011