Can I use NN built with Fitnet for Reinforcement Learning toolbox with DQN agent?

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Abhay Unnikrishnan 2020-8-31

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评论： Abhay Unnikrishnan 2020-9-7

Hello ,

Can I reuse the neural network built with Fitnet fuction (Function fitting neural network), inside Reinforcement Learning toolbox with DQN agent?

The neural network does not look like layers as in the Deep Network Designer. I tried using them but not able to provide the 'ImageInputLayer' to the fitnet Network.

critic = rlQValueRepresentation(net1,observationInfo,actionInfo,'Observation',{net1.inputs{1}.name});

I tried above also but still not working.

Anybody tried this method or any suggestion for a work around?

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Answer 1

Emmanouil Tzorakoleftherakis 2020-9-3

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Hi Abhay,

Reinforcement Learning Toolbox currently supports the layers supported by Deep Learning Toolbox only. You could try converting your network using Deep Learning Toolbox layers after extracting the trained parameters.