Comments (4)
Yup, I am aware. I am currently refactoring this repository (in a new branch) and will fix them all.
from distributedrl.
Thank you for your reply. There is one more question. What should I do when the buffer is full in D4PG? Only a piece of information is thrown out in your code. If I just use the remove function to remove one-half self.it_capacity every time the buffer is full, is it correct?
The code is like:
if idx> self.it_capacity:
self.remove (0.5 * self.it_capacity)
from distributedrl.
Hi @yikeqingli, sorry for the late reply. I have made some huge changes to the repository, addressing the following:
- Resolving memory leakage and bottlenecks; overall more correct and efficient distributed learning
- Reusability; I hoped to work toward more structural and general implementations of distributed RL, so incorporated abstract classes and reusable components. In particular, I will be moving onto implementing IMPALA and SEED.
- Using GPU for learner and CPU for workers actually works.
I don't have D4PG in my immediate To-do's, but it should be a fairly simple implementation from the reusable components. I would be happy to walk you through details, if you want!
from distributedrl.
Closing this issue - feel free to reach out!
from distributedrl.
Related Issues (5)
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 distributedrl.