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I have just implemented an RL agent for a custom environment (wrapped into a TorchRL env). I am trying to reimplement the [RAPS](https://github.com/mihdalal/raps) algorithm using SAC and for that I ha…
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In SAC.py, SAC_BipedalWalker-v2.py, the codes:
```python
class NormalizedActions(gym.ActionWrapper):
def _action(self, action):
low = self.action_space.low
high = self.action_…
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The NAF algorithm does not work on Pendulum or any of the PyBullet environments. @ikostrikov Do you have any guesses why that might be the case? Which environments did you experiment with this code on…
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### 🐛 Bug
When I use wandb integrations, it didn't report a warning or error, but in the wandb website there is no metrics logged.
I tried with other framework, e.g., torchrl, and the metrics could …
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你好,想請問訓練用的tensorflow 也是tensorflow-gpu 1.8.0 嗎?
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### 🚀 Feature
Stochastic Weight Averaging (SWA) is a recently proposed technique can potentially help improve training stability in DRL. There is now a new implementation in `torchcontrib`. Quoting/p…
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```bash
python sac.py
```
```bash
from tensordict import unravel_key
ImportError: cannot import name 'unravel_key' from 'tensordict' (/home/sakakibara/project/rl/.rl/lib/python3.9/site-packages…
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Hi, I was running the demo code
python run_experiment.py --nosrun -e exp_specs/sac.yaml
but get following error, do you have any idea why this happens? Thank you!
(I am using pytorch 1.6.0 and p…
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**Describe the bug**
Initializing an attack on a PyTorchRegressor throws an EstimatorError with missing words in the message: ```EstimatorError: AutoProjectedGradientDescent requires an estimator der…
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Due to the high computing power required for training, we will gradually upload data to the data hub and report the progress in this issue. We will also change the priority of training according to ne…