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PrefixRL: Optimization of Parallel Prefix Circuits using Deep Reinforcement Learning



Rajarshi Roy , Jonathan Raiman , Neel Kant , Ilyas Elkin , Robert Kirby , Michael Siu , Stuart Oberman , Saad Godil , Bryan Catanzaro

* ACM/IEEE Design Automation Conference (DAC), 2021, pp. 853-858 
* Copyright 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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Generative Adversarial Simulator



Jonathan Raiman

* Presented at the Beyond "Tabula Rasa" in Reinforcement Learning (BeTR-RL): Agents that remember, adapt, and generalize ICLR 2020 workshop 

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Long-Term Planning and Situational Awareness in OpenAI Five



Jonathan Raiman , Susan Zhang , Filip Wolski


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Neural Network Surgery with Sets



Jonathan Raiman , Susan Zhang , Christy Dennison


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Dota 2 with Large Scale Deep Reinforcement Learning



OpenAI , : , Christopher Berner , Greg Brockman , Brooke Chan , Vicki Cheung , Przemysław Dębiak , Christy Dennison , David Farhi , Quirin Fischer , Shariq Hashme , Chris Hesse , Rafal Józefowicz , Scott Gray , Catherine Olsson , Jakub Pachocki , Michael Petrov , Henrique Pondé de Oliveira Pinto , Jonathan Raiman , Tim Salimans , Jeremy Schlatter , Jonas Schneider , Szymon Sidor , Ilya Sutskever , Jie Tang , Filip Wolski , Susan Zhang


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Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning



Wei Ping , Kainan Peng , Andrew Gibiansky , Sercan O. Arik , Ajay Kannan , Sharan Narang , Jonathan Raiman , John Miller

* Published as a conference paper at ICLR 2018. (v3 changed paper title) 

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DeepType: Multilingual Entity Linking by Neural Type System Evolution



Jonathan Raiman , Olivier Raiman

* Presented at AAAI 2018 

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Deep Voice 2: Multi-Speaker Neural Text-to-Speech



Sercan Arik , Gregory Diamos , Andrew Gibiansky , John Miller , Kainan Peng , Wei Ping , Jonathan Raiman , Yanqi Zhou

* Accepted in NIPS 2017 

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Globally Normalized Reader



Jonathan Raiman , John Miller

* Presented at EMNLP 2017 

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Deep Voice: Real-time Neural Text-to-Speech



Sercan O. Arik , Mike Chrzanowski , Adam Coates , Gregory Diamos , Andrew Gibiansky , Yongguo Kang , Xian Li , John Miller , Andrew Ng , Jonathan Raiman , Shubho Sengupta , Mohammad Shoeybi

* Submitted to ICML 2017 

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