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inpytorch/rl (press backspace or delete to remove)Describe the bug
I am trying to run a MinariExperienceReplay with split trajectories applied, but I am running into a very dumb looking
error. Is it possible that this line -
https://github.com/pytorch/rl/blob/350fa1d790df24f6d05da6f7a36cf02c4daec97f/torchrl/data/datasets/minari_data.py#L353 ...
bug
marcosgalleterobbva
- Opened 2 days ago
- #3021
Motivation
Currently, the frames_per_batch parameter is uniformly applied across all workers, which can lead to suboptimal
utilisation of computational resources when dealing with heterogeneous environments ...
enhancement
Ghelfi
- 4
- Opened 2 days ago
- #3019
Describe the bug
I am might be missing sth here because the SOTA code works fine, but in theory the vllm.SamplingParams prompt_logprobs
parameter can not be a boolean as it is defined here in the class ...
bug
albertbou92
- 2
- Opened 4 days ago
- #3011
Motivation
Add Explained Variance logging for PPO. (see
https://scikit-learn.org/stable/modules/generated/sklearn.metrics.explained_variance_score.html)
Solution
The returned tensordict of PPO loss ...
enhancement
NTR0314
- Opened 4 days ago
- #3009
Describe the bug
I have a single collector and I am training with ClipPPO a simple path finding policy. The agent must find a path in 3D
around a simple maze while maximizing the coverage of the maze. ...
bug
m-krastev
- Opened 6 days ago
- #3002
🐛 Bug Description
In torchrl.collectors.distributed.ray.RayCollector._async_iterator, the update_policy_weights_() method is called with
worker_ids=collector_index + 1. However, collector_index is an ...
bug
kjchavez
- Opened 9 days ago
- #3000
Describe the bug
When logging scalars, the wandb logger passes the provided step to a train/step key instead of wandbs global step:
if step is not None:
self.experiment.log({name: ...
bug
itwasabhi
- 1
- Opened 11 days ago
- #2998
Describe the bug
Getting Environment `PongNoFrameskip` doesn t exist. error while running the a2c_atari implementation
To Reproduce
1. Install the dependencies (for atari)
2. Run sh sota-check/run_a2c_atari.sh ...
bug
simeetnayan81
- 1
- Opened 13 days ago
- #2996
I have a comment/question as far as the integration of PettingZoo AEC env with TorchRL is conducted.
In an AEC pettingzoo environment the observe() function is called only for the specific agent that ...
AnastasiaPsarou
- 1
- Opened 15 days ago
- #2990
Describe the bug
I followed https://github.com/pytorch/rl/blob/main/CONTRIBUTING.md in for local development and I am getting following
error.
img width= 1283 alt= Image src= https://github.com/user-attachments/assets/febe2753-d9d9-49ca-b0c5-b3db89b2b91d ...
bug
- 3
- Opened 18 days ago
- #2986
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