Comments (1)
It's actually described in Appendix F. Since we approximate distribution ~ softmax(Q(s,a)), but in fact sample from some policy to do so, we do importance sampling - dividing by the probability from the policy.
from cql.
Related Issues (20)
- Error when creating quantile agent for using CQL for Atari HOT 2
- Function argument problem about expl_path_collector.collect_new_paths() HOT 1
- About the readability HOT 2
- SAC CQL: Potential mismatch between observations and actions fed to the Q network in CQL computation. HOT 4
- QF_Loss backprops policy network HOT 17
- Logsumexp calculation in CQL(H) for continuous action space HOT 2
- Potential mismatch between math and code for CQL(rho) HOT 2
- cannot reproduce results of adroit task hammer-cloned, relocate-human and relocate-cloned HOT 1
- code bugs HOT 2
- Examples for D4RL Experiments
- Unable to open file: 'batch_rl/fixed_replay/configs/quantile_pong.gin' HOT 1
- seed is not actually used in the script HOT 1
- ImportError: cannot import name 'elem_or_tuple_to_numpy' from 'rlkit.torch.core' HOT 3
- ResolvePackageNotFound HOT 1
- About the derivation in paper HOT 1
- `rlkit/torch/sac/cql.py` not found HOT 1
- Why "alpha_prime" and "min_q_weight" are not the same thing when using Lagrange?
- Make checkpoints public
- About hyperparameters for D4RL Kitchen
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 cql.