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Rajarshi Roy 0003

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affiliation: Nvidia,Santa Clara, CA, USA

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Conference and Workshop Papers

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2021
[c3]
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  dblp key:
  - conf/dac/0003RKEKSOGC21
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Rajarshi Roy, Jonathan Raiman, Neel Kant, Ilyas Elkin, Robert Kirby, Michael Y. Siu, Stuart F. Oberman, Saad Godil, Bryan Catanzaro:
PrefixRL: Optimization of Parallel Prefix Circuits using Deep Reinforcement Learning. DAC 2021: 853-858
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Haoxing Ren, Saad Godil, Brucek Khailany, Robert Kirby, Haiguang Liao, Siddhartha Nath, Jonathan Raiman, Rajarshi Roy:
Optimizing VLSI Implementation with Reinforcement Learning - ICCAD Special Session Paper. ICCAD 2021: 1-6
2019
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  - conf/vlsi/KirbyGRC19
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Robert Kirby, Saad Godil, Rajarshi Roy, Bryan Catanzaro:
CongestionNet: Routing Congestion Prediction Using Deep Graph Neural Networks. VLSI-SoC 2019: 217-222

Informal and Other Publications

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2022
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Rajarshi Roy, Jonathan Raiman, Neel Kant, Ilyas Elkin, Robert Kirby, Michael Y. Siu, Stuart F. Oberman, Saad Godil, Bryan Catanzaro:
PrefixRL: Optimization of Parallel Prefix Circuits using Deep Reinforcement Learning. CoRR abs/2205.07000 (2022)
2021
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Robert Kirby, Kolby Nottingham, Rajarshi Roy, Saad Godil, Bryan Catanzaro:
Guiding Global Placement With Reinforcement Learning. CoRR abs/2109.02631 (2021)

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