Neil C. Rabinowitz

发表

Meta-learning of Sequential Strategies pdf

Yee Whye Teh, Razvan Pascanu, Nando de Freitas, 2019, ArXiv.

Meta-learners' learning dynamics are unlike learners' pdf

Neil C. Rabinowitz, 2019, ArXiv.

Progressive Neural Networks pdf

Razvan Pascanu, Raia Hadsell, Koray Kavukcuoglu, 2016, ArXiv.

Pooling is neither necessary nor sufficient for appropriate deformation stability in CNNs

Daniel Zoran, Ari S. Morcos, Avraham Ruderman, 2018, 1804.04438.

Making Efficient Use of Demonstrations to Solve Hard Exploration Problems pdf

Richard Tanburn, Misha Denil, Nando de Freitas, 2019, ICLR.

The local low-dimensionality of natural images: International conference on learning representations (ICLR)

Eero P. Simoncelli, Johannes Ballé, Olivier J. Hénaff, 2015, ICLR 2015.

Machine Theory of Mind pdf

H. Francis Song, Matthew Botvinick, S. M. Ali Eslami, 2018, ICML.

The Predictron: End-To-End Learning and Planning pdf

Tom Schaul, David Silver, Matteo Hessel, 2016, ICML.

The local low-dimensionality of natural images pdf

Eero P. Simoncelli, Johannes Ballé, Olivier J. Hénaff, 2014, ICLR.

Overcoming catastrophic forgetting in neural networks

Razvan Pascanu, Raia Hadsell, Joel Veness, 2016, Proceedings of the National Academy of Sciences.

On the importance of single directions for generalization pdf

Matthew Botvinick, Ari S. Morcos, David G. T. Barrett, 2018, ICLR.

Human-level performance in 3D multiplayer games with population-based reinforcement learning

Guy Lever, Joel Z. Leibo, Demis Hassabis, 2018, Science.

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

Tom Schaul, Nando de Freitas, Shane Legg, 2017, 1711.08378.

Author response: Attention stabilizes the shared gain of V4 populations

Eero P. Simoncelli, Robbe L. T. Goris, Marlene R. Cohen, 2015 .

Relational Forward Models for Multi-Agent Learning pdf

H. Francis Song, Thore Graepel, Pedro A. M. Mediano, 2018, ICLR.

Tell me why! - Explanations support learning of relational and causal structure pdf

Andrew K. Lampinen, James L. McClelland, Felix Hill, 2021, ArXiv.

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

Razvan Pascanu, Raia Hadsell, Fabio Viola, 2018, Nature.

Neural scene representation and rendering

Koray Kavukcuoglu, Daan Wierstra, Karol Gregor, 2018, Science.

Scalable and Order-robust Continual Learning with Hierarchically Decomposed Networks.

Neil C. Rabinowitz, J. Veness, Razvan Pascanu, 2019 .

Contrast Gain Control in Auditory Cortex

Neil C. Rabinowitz, B. Willmore, J. Schnupp, 2011, Neuron.

Reply to Huszár: The elastic weight consolidation penalty is empirically valid

Andrei A. Rusu, Neil C. Rabinowitz, D. Hassabis, 2018, Proceedings of the National Academy of Sciences.

Attention stabilizes the shared gain of V4 populations

Eero P. Simoncelli, Robbe L. T. Goris, Neil C. Rabinowitz, 2015, eLife.

Human-level performance in first-person multiplayer games with population-based deep reinforcement learning

Joel Z. Leibo, Ari S. Morcos, Neil C. Rabinowitz, 2018, ArXiv.

Agent RFM 횷 Teammate Action Prediction Egocentric Observations Action Reward Environment Environment Graph Teammate ActionStop Gradient Augmented Observations

Neil C. Rabinowitz, H. F. Song, P. Battaglia, 2019 .

Constructing Noise-Invariant Representations of Sound in the Auditory Pathway

Neil C. Rabinowitz, B. Willmore, A. King, 2013, PLoS biology.

Spectrotemporal Contrast Kernels for Neurons in Primary Auditory Cortex

Neil C. Rabinowitz, B. Willmore, J. Schnupp, 2012, The Journal of Neuroscience.

SOLVE HARD EXPLORATION PROBLEMS

Matthew W. Hoffman, Neil C. Rabinowitz, T. Paine, 2020 .

The Laminar and Temporal Structure of Stimulus Information in the Phase of Field Potentials of Auditory Cortex

Stefano Panzeri, Cesare Magri, Francois D Szymanski, 2011, The Journal of Neuroscience.

A model of sensory neural responses in the presence of unknown modulatory inputs

Eero P. Simoncelli, Robbe L. T. Goris, Neil C. Rabinowitz, 2015, 1507.01497.

Emergence : an algorithmic formulation 1

Neil C. Rabinowitz, Neil Rabinowitz, 2005 .

Stimulus dependent diversity and stereotypy in the output of an olfactory functional unit

Ezequiel M. Arneodo, Dmitry Rinberg, Neil C. Rabinowitz, 2017 .

Tell me why! Explanations support learning relational and causal structure

James L. McClelland, Andrew Kyle Lampinen, Nicholas A. Roy, 2021, ICML.

Semantic Exploration from Language Abstractions and Pretrained Representations

Andrew Kyle Lampinen, Nicholas A. Roy, Neil C. Rabinowitz, 2022, ArXiv.

Learned Deformation Stability in Convolutional Neural Networks

Ari S. Morcos, Neil C. Rabinowitz, Avraham Ruderman, 2018, ArXiv.

Explainability Via Causal Self-Talk

Nicholas A. Roy, Neil C. Rabinowitz, Junkyung Kim, 2022, NeurIPS.

Alchemy: A structured task distribution for meta-reinforcement learning pdf

Zeb Kurth-Nelson, Demis Hassabis, Matthew Botvinick, 2021, ArXiv.

Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agents

Zeb Kurth-Nelson, Demis Hassabis, Matthew Botvinick, 2021, NeurIPS Datasets and Benchmarks.

Should I tear down this wall? Optimizing social metrics by evaluating novel actions pdf

Tom Eccles, Andrea Tacchetti, Neil C. Rabinowitz, 2020, COIN@AAMAS.

Semantic Exploration from Language Abstractions and Pretrained Representations

Andrew Kyle Lampinen, Nicholas A. Roy, Neil C. Rabinowitz, 2022, NeurIPS.

Overcoming catastrophic forgetting in neural networks

Andrei A. Rusu, Neil C. Rabinowitz, D. Hassabis, 2016, Proceedings of the National Academy of Sciences.

Power Norm Based Lifelong Learning for Paraphrase Generations

Andrei A. Rusu, Neil C. Rabinowitz, J. Veness, 2021 .

Learned Deformation Stability in Convolutional Neural Networks

Ari S. Morcos, Neil C. Rabinowitz, Avraham Ruderman, 2018, ArXiv.

Stimulus dependent diversity and stereotypy in the output of an olfactory functional unit

Neil C. Rabinowitz, D. Rinberg, T. Bozza, 2017, bioRxiv.

Auditory Perception: Hearing the Texture of Sounds

Neil C. Rabinowitz, A. King, 2011, Current Biology.

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

Neil C. Rabinowitz, T. Lillicrap, K. Kavukcuoglu, 2018, Nature.