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Neuroevolution-Enhanced Multi-Objective Optimization for Mixed-Precision Quantization


Jun 14, 2021
Santiago Miret, Vui Seng Chua, Mattias Marder, Mariano Phielipp, Nilesh Jain, Somdeb Majumdar


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Learning Intrinsic Symbolic Rewards in Reinforcement Learning


Oct 09, 2020
Hassam Sheikh, Shauharda Khadka, Santiago Miret, Somdeb Majumdar


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Safety Aware Reinforcement Learning (SARL)


Oct 06, 2020
Santiago Miret, Somdeb Majumdar, Carroll Wainwright


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Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning


Jul 14, 2020
Shauharda Khadka, Estelle Aflalo, Mattias Marder, Avrech Ben-David, Santiago Miret, Hanlin Tang, Shie Mannor, Tamir Hazan, Somdeb Majumdar


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Collaborative Evolutionary Reinforcement Learning


May 06, 2019
Shauharda Khadka, Somdeb Majumdar, Tarek Nassar, Zach Dwiel, Evren Tumer, Santiago Miret, Yinyin Liu, Kagan Tumer

* Added link to public Github repo. Minor editorial changes. Order of authors modified to reflect ICML submission 

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