Comments (3)
DRRN https://pdfs.semanticscholar.org/99bc/ba7fd7b13b1244ca8cd04d836dadca47f19e.pdf?_gl=1*zua5zh*_ga*MTM1Njc2NDE5MC4xNTQ3MDQ0OTIx*_gid*NTI3MDY1MDc2LjE1NTA1NzgxNTk. вот еще одна их статья. Не знаю почему она под другим названием. Но тут явно видно, что они играют на задачах, где есть выбор действий. Нам же надо генерировать действия. Как первый шаг можно улучшить lstm-dqn с помощью этого подхода. Так же в статье упоминается, что parser-based игры решаются обычным DQN и что в статье lstm-dqn авторы выделили 222 действия для таких игр.
from textworld_challenge.
Two more articles:
Use of Graph Networks in Text-based Games - https://github.com/nik31096/articles/blob/master/text_games_with_graphnet.pdf
Some trying to exclude some actions with Deep Reinforcement Learning - https://github.com/nik31096/articles/blob/master/learn_how_not_to_act.pdf
from textworld_challenge.
And another one (Counting to Explore and Generalize in Text-based Games) https://arxiv.org/pdf/1806.11525.pdf
from textworld_challenge.
Related Issues (4)
- Hand Job HOT 2
- Oracle agent HOT 1
- Train profiling HOT 2
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 textworld_challenge.