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Thank you for sharing your code
i tried to install Flow according to your instructions
cd flow
conda env create -f environment.yml
conda activate TorchGRL
python setup.py develop
But may be …
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Hi, contributing this example of how to read the atari files directly, in case anyone wants to do that.
Note that the data is stored in the same temporal sequence it was logged, as you can see by w…
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Thank you for your excellent work.
However, when I train multiple agents in a highway environment, the network doesn't seem to converge.
The checkpoint rewards obtained after training for every thou…
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Hi,
if I run the following script to train a model, one can aware significantly performance drawbacks in 1.2.0 than in 0.4.0.
```
import torch
import torch.nn as nn
import torch.optim as opt…
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### What happened + What you expected to happen
I have a tensorflow model in my environment and calling `to_dict` on the algorith config causes a keras serialization error. The error can be boiled …
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Hello @ashleve thanks so much for creating this template. I am finding it so helpful in a lot of my development. I can't thank you enough.
I had a question about adapting this template for Reinfor…
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Hi, many thanks for sharing the code.
I have experienced an error running 1.dqn straight out of the box. The error message shown after I run the 12th cell of code is as shown below.
My computer …
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I tried the following
`python3 example_1.py --cuda_idx=0`
This run successfully and I could see that it was using the GPUs.
When I tried the following
`nvprof --print-gpu-trace python3 exa…
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## Motivation
Twin Q/ensemble Q functions are used in many RL algorithms and mitigate Q overestimation. My understanding is that TorchRL only deals with ensembles in the loss functions. This is fine …