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Well, I think I got it: Since the probability ratios of continuous and discrete actions are being multiplied against each other, that is probably...
Sorry for resuscitating this post after so long. I wanted to know if the final layer for the actor neural nework in PPO follows the same logic as...
Thank you very much for the reply! I'll try it out.
As noticed in https://github.com/Unity-Technologies/ml-agents/issues/4984, the lowest value allowed for epsilon during training is 0.1. It does...
Thank you for your reply! And I apologise for the colours I picked. I'll be more careful next time. Ideally tensorboard could give the option of...
I don´t think you need to use action masking in this case. You could set a state for the agent so it can differentiate between your drop station...
I am experimenting with LSTM in my project and I found an odd behaviour. By keeping sequence_length constant ( = 16), increasing memory_size is...
Many thanks! changing the base port number did the trick. :)
Sorry, problem was not solved. I managed to train two projects by running one training session in Unity Editor and another with a built...
Guess it was obvious, but I found a way to do it with these links:...
Hi everyone, I am trying to train 2 (or more) projects simultaneously in Unity ML-Agents, but have received the warning: "Couldn't start socket...
I have recently published a journal article at Ocean Engineering. I used Unity ML-Agents to train a tidal lagoon environment with random generated...
It would be nice to have an official confirmation, but it seems this error is a false alarm and the outputted neural network is valid:...
Thank you very much for the thorough answer and links!! I run some experiments with your suggestions.
Thank you very much! I had misunderstood the concept of "memory_size". I have some other questions, though.. 1) Assuming an example where I have...
During Inference is the "test data" being normalised as well? Does the onnx file keeps a record of the average and variance from the training data...
Hi Everyone, I am trying to use LSTM in my project (using PPO), but I have a couple of questions. 1st: Are there any suggestions when choosing...
Thank you very much!! I'll try one more time with your suggestion
Hmm, maybe I am doing something wrong... Right now I am using powerInputPumping = Mathf.Clamp(actionBuffers.ContinuousActions[0], 0f, 1f) *...
I am developing a research project that simulates the operation of hydraulic bulb turbines under ocean signal, where the goal is to maximize the...