Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Emilio Parisotto

Shaking the foundations: delusions in sequence models for interaction and control

Oct 20, 2021
Pedro A. Ortega, Markus Kunesch, Grégoire Delétang, Tim Genewein, Jordi Grau-Moya, Joel Veness, Jonas Buchli, Jonas Degrave, Bilal Piot, Julien Perolat, Tom Everitt, Corentin Tallec, Emilio Parisotto, Tom Erez, Yutian Chen, Scott Reed, Marcus Hutter, Nando de Freitas, Shane Legg

* DeepMind Tech Report, 16 pages, 4 figures 

  Access Paper or Ask Questions

Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation

Apr 04, 2021
Emilio Parisotto, Ruslan Salakhutdinov

* Published at ICLR 2021 

  Access Paper or Ask Questions

On Proximal Policy Optimization's Heavy-tailed Gradients

Feb 20, 2021
Saurabh Garg, Joshua Zhanson, Emilio Parisotto, Adarsh Prasad, J. Zico Kolter, Sivaraman Balakrishnan, Zachary C. Lipton, Ruslan Salakhutdinov, Pradeep Ravikumar

* Pre-print 

  Access Paper or Ask Questions

Stabilizing Transformers for Reinforcement Learning

Oct 13, 2019
Emilio Parisotto, H. Francis Song, Jack W. Rae, Razvan Pascanu, Caglar Gulcehre, Siddhant M. Jayakumar, Max Jaderberg, Raphael Lopez Kaufman, Aidan Clark, Seb Noury, Matthew M. Botvinick, Nicolas Heess, Raia Hadsell

  Access Paper or Ask Questions

Efficient Exploration via State Marginal Matching

Jun 12, 2019
Lisa Lee, Benjamin Eysenbach, Emilio Parisotto, Eric Xing, Sergey Levine, Ruslan Salakhutdinov

* Videos and code: 

  Access Paper or Ask Questions

Concurrent Meta Reinforcement Learning

Mar 07, 2019
Emilio Parisotto, Soham Ghosh, Sai Bhargav Yalamanchi, Varsha Chinnaobireddy, Yuhuai Wu, Ruslan Salakhutdinov

  Access Paper or Ask Questions

The Hanabi Challenge: A New Frontier for AI Research

Feb 01, 2019
Nolan Bard, Jakob N. Foerster, Sarath Chandar, Neil Burch, Marc Lanctot, H. Francis Song, Emilio Parisotto, Vincent Dumoulin, Subhodeep Moitra, Edward Hughes, Iain Dunning, Shibl Mourad, Hugo Larochelle, Marc G. Bellemare, Michael Bowling

* 37 pages, 5 figures, submitted to Artificial Intelligence 

  Access Paper or Ask Questions

Gated Path Planning Networks

Jun 17, 2018
Lisa Lee, Emilio Parisotto, Devendra Singh Chaplot, Eric Xing, Ruslan Salakhutdinov

* ICML 2018 

  Access Paper or Ask Questions

Global Pose Estimation with an Attention-based Recurrent Network

Feb 19, 2018
Emilio Parisotto, Devendra Singh Chaplot, Jian Zhang, Ruslan Salakhutdinov

* First two authors contributed equally 

  Access Paper or Ask Questions

Active Neural Localization

Jan 24, 2018
Devendra Singh Chaplot, Emilio Parisotto, Ruslan Salakhutdinov

* Under Review at ICLR-18, 15 pages, 7 figures 

  Access Paper or Ask Questions

Neural Map: Structured Memory for Deep Reinforcement Learning

Feb 27, 2017
Emilio Parisotto, Ruslan Salakhutdinov

  Access Paper or Ask Questions

Neuro-Symbolic Program Synthesis

Nov 06, 2016
Emilio Parisotto, Abdel-rahman Mohamed, Rishabh Singh, Lihong Li, Dengyong Zhou, Pushmeet Kohli

  Access Paper or Ask Questions

Generating Images from Captions with Attention

Feb 29, 2016
Elman Mansimov, Emilio Parisotto, Jimmy Lei Ba, Ruslan Salakhutdinov

* Published as a conference paper at ICLR 2016 

  Access Paper or Ask Questions

Actor-Mimic: Deep Multitask and Transfer Reinforcement Learning

Feb 22, 2016
Emilio Parisotto, Jimmy Lei Ba, Ruslan Salakhutdinov

* Accepted as a conference paper at ICLR 2016 

  Access Paper or Ask Questions