Comments (2)
hi @vwxyzjn,
To my understanding, the state_filter
and reward_filter
always keep the inside RunningStats
object alive, and will never reset, which means keep track of running stats all over the episodes rather than per episode.(I am a little bit of concerned about its reasonability).
the gamma
in reward_filter
and the advantage calculation have different meaning and purpose. the former usage is to keep running sum of rewards(discount past returns and then update with momentum), and the latter one is to discount future rewards.
from code-for-paper.
Hi all, I'm an author of the corresponding paper for this repo. Since this was an anonymized submission we were unable to comment/change the code during submission. There is now an update repository with better hyper parameters, where we also switched to a system where we reset the reward filter: https://github.com/MadryLab/implementation-matters
from code-for-paper.
Related Issues (6)
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 code-for-paper.