VeRLPy: Python Library for Verification of Digital Designs with
Reinforcement Learning

VeRLPy: Python Library for Verification of Digital Designs with Reinforcement Learning

9 August 2021

Aebel Joe Shibu

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Papers citing "VeRLPy: Python Library for Verification of Digital Designs with Reinforcement Learning"

9 / 9 papers shown

Title
Deep Reinforcement Learning-based UAV Navigation and Control: A Soft Actor-Critic with Hindsight Experience Replay Approach Myoung-Hoon Lee Jun Moon 23 8 0 02 Jun 2021
Machine Learning for Electronic Design Automation: A Survey Guyue Huang Jingbo Hu Yifan He Jialong Liu Mingyuan Ma ... Yuzhe Ma Haoyu Yang Bei Yu Huazhong Yang Yu Wang 65 238 0 10 Jan 2021
Chip Placement with Deep Reinforcement Learning Azalia Mirhoseini Anna Goldie M. Yazgan J. Jiang Ebrahim M. Songhori ... Quoc V. Le James Laudon Richard Ho Roger Carpenter J. Dean OffRL 70 220 0 22 Apr 2020
A New Approach for Resource Scheduling with Deep Reinforcement Learning Yufei Ye Xiaoqin Ren Jin Wang Lingxiao Xu Wenxia Guo Wenqiang Huang Wenhong Tian OffRL 27 16 0 21 Jun 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor Tuomas Haarnoja Aurick Zhou Pieter Abbeel Sergey Levine 319 8,432 0 04 Jan 2018
Hindsight Experience Replay Marcin Andrychowicz Dwight Crow Alex Ray Jonas Schneider Rachel Fong Peter Welinder Bob McGrew Joshua Tobin Pieter Abbeel Wojciech Zaremba OffRL 293 2,339 0 05 Jul 2017
Curiosity-driven Exploration by Self-supervised Prediction Deepak Pathak Pulkit Agrawal Alexei A. Efros Trevor Darrell LRM SSL 130 2,453 0 15 May 2017
A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning Ning Liu Zhe Li Zhiyuan Xu Jielong Xu Sheng Lin Qinru Qiu Jian Tang Yanzhi Wang 78 249 0 13 Mar 2017
Deep Reinforcement Learning in Large Discrete Action Spaces Gabriel Dulac-Arnold Richard Evans H. V. Hasselt P. Sunehag Timothy Lillicrap Jonathan J. Hunt Timothy A. Mann T. Weber T. Degris Ben Coppin OffRL 93 575 0 24 Dec 2015