Comments (4)
Khrylx
commented on August 23, 2024
The BCELoss we use for the discriminator will divide the loss by the number of samples. So it should be fine.
from pytorch-rl.
SapanaChaudhary
commented on August 23, 2024
That is right. So, the whole of expert data is used in each iteration. Is that fair? If I were to sample the same number of data samples (from complete pool of expert data) as that of generator's, how would you suggest I sample (uniformly random)?
from pytorch-rl.
Khrylx
commented on August 23, 2024
Yes, maybe randomly sample a batch of expert data.
from pytorch-rl.
SapanaChaudhary
commented on August 23, 2024
Okay. Thank you.
from pytorch-rl.
Related Issues (20)
- question about A2C
- is this an error：num_steps += (t + 1) ？ HOT 1
- about the kl HOT 3
- Question on multiprocessing HOT 1
- Doubt regarding the calculation of advantage HOT 2
- Mountain Car
- How are we using rewards in imitation learning? HOT 4
- Various questions? HOT 1
- Implementation problem HOT 6
- Fail to train of GAIL in Ant-v2 environment HOT 3
- Is this repository only work for Gym Environments?
- What's Conjugate gradients and line_search in TROP?
- What's Conjugate gradients and line_search in TRPO? HOT 1
- About computing Hessian*vector
- A question bout PPO implementation
- Is the implelented performance comparable with the results provided in original GAIL paper?
- TRPO,Is fixed_log_probs the same as log_probs HOT 1
- Why does GAIL get lower rewards the more it is trained? HOT 1
- Failed on " HopperEnv' object has no attribute 'seed' "
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 pytorch-rl.