Reinforcement Learning for Placement Optimization

Proceedings of the 2021 International Symposium on Physical Design ◽

10.1145/3439706.3446883 ◽

2021 ◽

Author(s):

Anna Goldie ◽

Azalia Mirhoseini

Keyword(s):

Reinforcement Learning ◽

Placement Optimization

Download Full-text

Placement Optimization of Aerial Base Stations with Deep Reinforcement Learning

ICC 2020 - 2020 IEEE International Conference on Communications (ICC) ◽

10.1109/icc40277.2020.9149258 ◽

2020 ◽

Author(s):

Jin Qiu ◽

Jiangbin Lyu ◽

Liqun Fu

Keyword(s):

Reinforcement Learning ◽

Base Stations ◽

Placement Optimization

Download Full-text

Adaptive FPGA Placement Optimization via Reinforcement Learning

2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD) ◽

10.1109/mlcad48534.2019.9142079 ◽

2019 ◽

Author(s):

Kevin E. Murray ◽

Vaughn Betz

Keyword(s):

Reinforcement Learning ◽

Placement Optimization ◽

Download Full-text

Virtual Network Function Placement Optimization With Deep Reinforcement Learning

IEEE Journal on Selected Areas in Communications ◽

10.1109/jsac.2019.2959183 ◽

2020 ◽

Vol 38 (2) ◽

pp. 292-303 ◽

Author(s):

Ruben Solozabal ◽

Josu Ceberio ◽

Aitor Sanchoyerto ◽

Luis Zabala ◽

Bego Blanco ◽

...

Keyword(s):

Reinforcement Learning ◽

Virtual Network ◽

Network Function ◽

Placement Optimization ◽

Virtual Network Function

Download Full-text

Placement Optimization with Deep Reinforcement Learning

Proceedings of the 2020 International Symposium on Physical Design ◽

10.1145/3372780.3378174 ◽

2020 ◽

Author(s):

Anna Goldie ◽

Azalia Mirhoseini

Keyword(s):

Reinforcement Learning ◽

Placement Optimization

Download Full-text

Device Placement Optimization for Deep Neural Networks via One-shot Model and Reinforcement Learning

2020 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci47803.2020.9308141 ◽

2020 ◽

Author(s):

Zixiang Ding ◽

Yaran Chen ◽

Nannan Li ◽

Dongbin Zhao

Keyword(s):

Neural Networks ◽

Reinforcement Learning ◽

Deep Neural Networks ◽

Placement Optimization ◽

Device Placement

Download Full-text

Core Placement Optimization for Multi-chip Many-core Neural Network Systems with Reinforcement Learning

ACM Transactions on Design Automation of Electronic Systems ◽

10.1145/3418498 ◽

2020 ◽

Vol 26 (2) ◽

pp. 1-27

Author(s):

Nan Wu ◽

Lei Deng ◽

Guoqi Li ◽

Yuan Xie

Keyword(s):

Neural Network ◽

Reinforcement Learning ◽

Network Systems ◽

Placement Optimization ◽

Download Full-text

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

Download Full-text

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

Download Full-text

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 ◽

Download Full-text

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

Download Full-text