Comments (4)
sdpkjc
commented on June 11, 2024
3
Hey @qiuruiyu, thanks for your suggestion! You're in luck - @pseudo-rnd-thoughts has been working on a gymnasium version of SAC in #378, and it's nearly ready. There are just a few finishing touches left to do, which I'm planning to wrap up soon. So stay tuned for this update, we think you're going to love it!
from cleanrl.
pseudo-rnd-thoughts
commented on June 11, 2024
Thanks @sdpkjc, I remember running SAC but finding that it was really slow (compared to DDPG or TD3). I believe Costa mentioned that this wasn't an issue but I would confirm if that is still true
from cleanrl.
sdpkjc
commented on June 11, 2024
@pseudo-rnd-thoughts Thank you for your hard work on this! I also had an experience with SAC being considerably slower than DDPG or TD3. I believe it's due to the more complex updating process of the neural networks in SAC, which demands more GPU resources. Indeed, it is slow 😂. Maybe a version with JAX could speed it up.
from cleanrl.
sdpkjc
commented on June 11, 2024
Closed by #378.
from cleanrl.
Related Issues (20)
- numpy version issue with python 3.10 HOT 1
- Pyyaml error on poetry install HOT 10
- Question about the `noise-clip` parameter in DDPG. HOT 2
- Poor Evaluation Performance in PPO HOT 5
- get action in sac_continuous_action.py HOT 2
- [BUG] Different final epsilon and evaluation epsilon for Atari implementations
- expected sequence of length 8 at dim 1 (got 0) HOT 4
- [BUG] Env does not reset when it's terminated HOT 2
- can't upload video running ppo_atari.py,wandb has no data HOT 8
- Why converting observation space to np.float32? HOT 2
- Reproduction util: wrong command path
- Why normarlize advantage only for pg_loss but not for vf_loss? HOT 1
- Contributing PPO + Transformer-XL HOT 3
- clamp in C51
- Gymnasium Version Requirement May Need To Be Updated HOT 1
- Gymnasium and PyBullet envs: Problem with video capture
- Docker image is out of date
- KeyError: 'cleanba_ppo_envpool_procgen'
- Unable to allocate 26.3 GiB for an array HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from cleanrl.