AutoCkt: Deep Reinforcement Learning of Analog Circuit Designs

2020 Design, Automation & Test in Europe Conference & Exhibition (DATE) ◽

10.23919/date48585.2020.9116200 ◽

2020 ◽

Author(s):

Keertana Settaluri ◽

Ameer Haj-Ali ◽

Qijing Huang ◽

Kourosh Hakhamaneshi ◽

Borivoje Nikolic

Keyword(s):

Reinforcement Learning ◽

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Prioritized Reinforcement Learning for Analog Circuit Optimization With Design Knowledge

10.1109/dac18074.2021.9586189 ◽

2021 ◽

Author(s):

N.S. Karthik Somayaji ◽

Hanbin Hu ◽

Peng Li

Keyword(s):

Reinforcement Learning ◽

Analog Circuit ◽

Design Knowledge ◽

Circuit Optimization

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A Current-Mode Analog Circuit for Reinforcement Learning Problems

2007 IEEE International Symposium on Circuits and Systems ◽

10.1109/iscas.2007.378410 ◽

2007 ◽

Author(s):

Terrence S.T. Mak ◽

K.P. Lam ◽

H.S. Ng ◽

G. Rachmuth ◽

C.-S. Poon

Keyword(s):

Reinforcement Learning ◽

Analog Circuit ◽

Current Mode ◽

Learning Problems ◽

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Deep Reinforcement Learning for Analog Circuit Sizing

2020 IEEE International Symposium on Circuits and Systems (ISCAS) ◽

10.1109/iscas45731.2020.9181149 ◽

2020 ◽

Author(s):

Zhenxin Zhao ◽

Lihong Zhang

Keyword(s):

Reinforcement Learning ◽

Analog Circuit ◽

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Supplemental Material for Reconciling Reinforcement Learning Models With Behavioral Extinction and Renewal: Implications for Addiction, Relapse, and Problem Gambling

Psychological Review ◽

10.1037/0033-295x.114.3.784.supp ◽

2007 ◽

Keyword(s):

Reinforcement Learning ◽

Problem Gambling ◽

Learning Models ◽

Behavioral Extinction ◽

Reinforcement Learning Models

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Bayes factors for reinforcement-learning models of the Iowa gambling task.

Decision ◽

10.1037/dec0000040 ◽

2016 ◽

Vol 3 (2) ◽

pp. 115-131 ◽

Author(s):

Helen Steingroever ◽

Ruud Wetzels ◽

Eric-Jan Wagenmakers

Keyword(s):

Reinforcement Learning ◽

Iowa Gambling Task ◽

Bayes Factors ◽

Gambling Task ◽

Learning Models ◽

Reinforcement Learning Models

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Analogical Reinforcement Learning With Two-Stage Memory Retrieval

PsycEXTRA Dataset ◽

10.1037/e528942014-705 ◽

2014 ◽

Author(s):

James Foster ◽

Matt Jones

Keyword(s):

Reinforcement Learning ◽

Memory Retrieval ◽

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Effects of Working Memory Capacity on the Speed and Accuracy of Learning in Reinforcement Learning Models

PsycEXTRA Dataset ◽

10.1037/e528942014-552 ◽

2014 ◽

Author(s):

Adnane Ez-Zizi ◽

Simon Farrell ◽

David Leslie

Keyword(s):

Working Memory ◽

Reinforcement Learning ◽

Working Memory Capacity ◽

Memory Capacity ◽

Learning Models ◽

Reinforcement Learning Models ◽

Speed And Accuracy

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Supplemental Material for Reinforcement Learning Models of Risky Choice and the Promotion of Risk-Taking by Losses Disguised as Wins in Rats

Journal of Experimental Psychology Animal Learning and Cognition ◽

10.1037/xan0000141.supp ◽

2017 ◽

Keyword(s):

Reinforcement Learning ◽

Risk Taking ◽

Risky Choice ◽

Learning Models ◽

Losses Disguised As Wins ◽

Reinforcement Learning Models

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Reinforcement learning of irrelevant stimulus-response associations modulates cognitive control.

Journal of Experimental Psychology Learning Memory and Cognition ◽

10.1037/xlm0000850 ◽

2020 ◽

Author(s):

Jinglu Chen ◽

Ling Tan ◽

Lu Liu ◽

Ling Wang

Keyword(s):

Reinforcement Learning ◽

Cognitive Control ◽

Irrelevant Stimulus ◽

Stimulus Response

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Designing Dynamic Circuit Response (Analog Circuit Design Series: Volume 2)

10.1049/sbcs014e ◽

2010 ◽

Author(s):

D. Feucht

Keyword(s):

Circuit Design ◽

Analog Circuit ◽

Analog Circuit Design

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