Web: https://www.reddit.com/r/reinforcementlearning/comments/sggdon/nature_dqn_question/

Jan. 30, 2022, 7:12 p.m. | /u/pedrohpf

Reinforcement Learning reddit.com

In the hyperparameters, when they say:

learning rate - 0.00025 - The learning rate used by RMSProp gradient momentum - 0.95 - Gradient momentum used by RMSProp squared gradient momentum - 0.95 - Squared gradient (denominator) momentum used by RMSProp min squared gradient - 0.01 - Constant added to the squared gradient in the denominator of the RMSProp update 

Is it this in tensorflow 2?

tf.optimizers.RMSprop(learning_rate=0.00025, rho=0.95, momentum=0.95, epsilon=0.01) 

I'm trying to set it as close as they did, but …


Data Analytics and Technical support Lead

@ Coupa Software, Inc. | Bogota, Colombia

Data Science Manager

@ Vectra | San Jose, CA

Data Analyst Sr

@ Capco | Brazil - Sao Paulo

Data Scientist (NLP)

@ Builder.ai | London, England, United Kingdom - Remote

Senior Data Analyst

@ BuildZoom | Scottsdale, AZ/ San Francisco, CA/ Remote

Senior Research Scientist, Speech Recognition

@ SoundHound Inc. | Toronto, Canada