Mitchell Spryn

Use Keras 2.1.2 as directed in the tutorial. Although, that's probably not your issue. If your kernel is dying, it's likely that your juypter setup is unstable. The quickest way...

Are you using the binaries downloaded from the AirSim repo or the ones included in the tutorial? They are not the same.

Is your batch size a multiple of 32?

We discussed a bit offline, but [this paper might be of interest to you](http://www.mitchellspryn.com/content/Autonomous-Driving-With-Deep-Reinforcement-Learning/DistributedRlForAd.pdf). The algorithm as written does not infinitely scale. Try 3 or 4 machines. Also, the model...

Thanks for the report. This worked a year ago when we initially wrote the tutorial; it looks like the API has changed a bit from under us. We'll look at...

I tried this on two separate machines, and was unable to reproduce. Are you using the binaries linked in the tutorial, or the ones from the AirSim repo? They are...

I didn't realize airsim is now pip installable. Don't install it. Please use the AirSimClient.py in the repo. Don't use the one in the AirSim master repo. Here's why: AirSim...

I'm not sure why that is there. It shouldn't do anything. Does it break something?

Porting the .ps1 script won't help - the binaries are for windows. The problem is that there is no binary version of RpcLib for linux distributions that we can just...

For the initial keras error, make sure you are using version 2.1.2. [See this issue as to why](https://github.com/Microsoft/AutonomousDrivingCookbook/issues/1). It probably stopped early because of the [EarlyStopping Callback](https://keras.io/callbacks/#earlystopping). [Here is why...