Comments (4)
tomhennigan
commented on May 18, 2024
1
FYI Launchpad has been released (https://github.com/deepmind/launchpad, https://deepmind.com/research/open-source/launchpad) and distributed acme agents using launchpad were added in 3bc0426.
from acme.
bshahr
commented on May 18, 2024
Hi miriaford!
We have only open-sourced our single-process agents. While the code that is run in our distributed agents is identical to the open-sourced agents, the former are indeed tied to Launchpad and other DeepMind infrastructure. We don’t currently have a timetable for releasing these components. We’ll update the docs accordingly. Thanks for your question and interest in Acme!
from acme.
davidireland3
commented on May 18, 2024
@tomhennigan is there an example anywhere for using acme with distributed training now launchpad has been released? I'm currently using ray and it feels slower than it should (most of the overhead comes from passing the data from the server it's stored in, to the learner).
from acme.
tomhennigan
commented on May 18, 2024
Hi @davidireland3, I'm not aware of any (however I haven't worked much on acme). @bshahr are you aware of any examples?
from acme.
Related Issues (20)
- Missleading errors when using discrete action space with `CanonicalSpecWrapper`
- Error importing `matplotlib`
- examples seem to be broken - examples/baselines/rl_continuous HOT 1
- Use of tf.data.Dataset within tf.function HOT 1
- Library broken HOT 1
- Reverb Replay Buffers + Vectorized/Batched Environments HOT 1
- Is the last layer in distributional critic optimized (jax implementation)? HOT 1
- Reference numbers for `reverb_benchmark.py` HOT 2
- The program always executes behavior clone when running CQLLearner.
- Masked actions in MCTS agent
- Implementing HER with Replay Buffer/Reverb HOT 1
- Issue with ACME's Distributional RL Implementation
- How to launch mutil Actors on different machines？
- Use ACME with Ray Tune ASHAScheduler
- XM Docker distributed experiments don't finish cleanly
- Using Quickstart D4PG tutorial with a gpu
- Is there a num_iterations argument in offline examples? HOT 2
- Gymnasium HOT 1
- Dependency trouble HOT 1
- Dependency trouble
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 acme.