Deep Reinforcement Learning for Analog Circuit Sizing with an Electrical Design Space and Sparse Rewards

Author:

Uhlmann Yannick1,Essich Michael1,Bramlage Lennart1,Scheible Jürgen1,Curio Cristóbal1

Affiliation:

1. Reutlingen University, Reutlingen, Germany

Funder

Bundesministerium für Bildung und Forschung

Publisher

ACM

Reference30 articles.

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4. Marcin Andrychowicz , Filip Wolski , Alex Ray , Jonas Schneider , Rachel Fong , Peter Welinder , Bob McGrew , Josh Tobin , Open AI Pieter Abbeel , and Wojciech Zaremba . 2017 . Hindsight Experience Replay . In Advances in Neural Information Processing Systems , Vol. 30 . Curran Associates, Inc. Marcin Andrychowicz, Filip Wolski, Alex Ray, Jonas Schneider, Rachel Fong, Peter Welinder, Bob McGrew, Josh Tobin, OpenAI Pieter Abbeel, and Wojciech Zaremba. 2017. Hindsight Experience Replay. In Advances in Neural Information Processing Systems, Vol. 30. Curran Associates, Inc.

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1. A survey of Reinforcement Learning for Electronic Design Automation;2024 2nd International Symposium of Electronics Design Automation (ISEDA);2024-05-10

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