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资源文件列表:

rlcard-showdown-master.zip 大约有203个文件
  1. rlcard-showdown-master/
  2. rlcard-showdown-master/.eslintrc 303B
  3. rlcard-showdown-master/.gitignore 425B
  4. rlcard-showdown-master/.prettierignore 45B
  5. rlcard-showdown-master/.prettierrc 90B
  6. rlcard-showdown-master/README.md 4.81KB
  7. rlcard-showdown-master/docs/
  8. rlcard-showdown-master/docs/README.md 112B
  9. rlcard-showdown-master/docs/guide.md 601B
  10. rlcard-showdown-master/docs/imgs/
  11. rlcard-showdown-master/docs/imgs/doudizhu-replay.png 272.53KB
  12. rlcard-showdown-master/docs/imgs/leaderboards.png 102.08KB
  13. rlcard-showdown-master/docs/imgs/leduc-replay.png 288.43KB
  14. rlcard-showdown-master/docs/imgs/upload.png 173.59KB
  15. rlcard-showdown-master/docs/leaderboard_api.md 7.8KB
  16. rlcard-showdown-master/package.json 1.06KB
  17. rlcard-showdown-master/public/
  18. rlcard-showdown-master/public/favicon.ico 16.56KB
  19. rlcard-showdown-master/public/index.html 1.69KB
  20. rlcard-showdown-master/public/logo192.png 5.22KB
  21. rlcard-showdown-master/public/logo512.png 9.44KB
  22. rlcard-showdown-master/public/manifest.json 492B
  23. rlcard-showdown-master/public/robots.txt 57B
  24. rlcard-showdown-master/pve_server/
  25. rlcard-showdown-master/pve_server/.gitignore 57B
  26. rlcard-showdown-master/pve_server/deep.py 11.82KB
  27. rlcard-showdown-master/pve_server/models.py 2.03KB
  28. rlcard-showdown-master/pve_server/pretrained/
  29. rlcard-showdown-master/pve_server/pretrained/put_pretrained_models_here
  30. rlcard-showdown-master/pve_server/run_dmc.py 17.22KB
  31. rlcard-showdown-master/pve_server/run_douzero.py 10.84KB
  32. rlcard-showdown-master/pve_server/utils/
  33. rlcard-showdown-master/pve_server/utils/move_detector.py 3.75KB
  34. rlcard-showdown-master/pve_server/utils/move_generator.py 7.35KB
  35. rlcard-showdown-master/pve_server/utils/move_selector.py 3KB
  36. rlcard-showdown-master/pve_server/utils/utils.py 628B
  37. rlcard-showdown-master/requirements.txt 86B
  38. rlcard-showdown-master/server/
  39. rlcard-showdown-master/server/manage.py 626B
  40. rlcard-showdown-master/server/media/
  41. rlcard-showdown-master/server/media/example_agents/
  42. rlcard-showdown-master/server/media/example_agents/leduc_holdem_dqn.zip 766.97KB
  43. rlcard-showdown-master/server/server/
  44. rlcard-showdown-master/server/server/__init__.py
  45. rlcard-showdown-master/server/server/settings.py 3.23KB
  46. rlcard-showdown-master/server/server/urls.py 810B
  47. rlcard-showdown-master/server/server/wsgi.py 389B
  48. rlcard-showdown-master/server/tournament/
  49. rlcard-showdown-master/server/tournament/__init__.py
  50. rlcard-showdown-master/server/tournament/admin.py 63B
  51. rlcard-showdown-master/server/tournament/apps.py 95B
  52. rlcard-showdown-master/server/tournament/migrations/
  53. rlcard-showdown-master/server/tournament/migrations/0001_initial.py 1.66KB
  54. rlcard-showdown-master/server/tournament/migrations/__init__.py
  55. rlcard-showdown-master/server/tournament/models.py 1.12KB
  56. rlcard-showdown-master/server/tournament/rlcard_wrap/
  57. rlcard-showdown-master/server/tournament/rlcard_wrap/__init__.py 693B
  58. rlcard-showdown-master/server/tournament/rlcard_wrap/doudizhu_random_model.py 1.2KB
  59. rlcard-showdown-master/server/tournament/rlcard_wrap/leduc_holdem_random_model.py 1.22KB
  60. rlcard-showdown-master/server/tournament/tests.py 60B
  61. rlcard-showdown-master/server/tournament/tournament.py 7.09KB
  62. rlcard-showdown-master/server/tournament/urls.py 826B
  63. rlcard-showdown-master/server/tournament/views.py 8.64KB
  64. rlcard-showdown-master/src/
  65. rlcard-showdown-master/src/App.js 1.25KB
  66. rlcard-showdown-master/src/assets/
  67. rlcard-showdown-master/src/assets/cards.css 30.82KB
  68. rlcard-showdown-master/src/assets/doudizhu.scss 5.8KB
  69. rlcard-showdown-master/src/assets/faces/
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  82. rlcard-showdown-master/src/assets/faces/README 174B
  83. rlcard-showdown-master/src/assets/faces/custom/
  84. rlcard-showdown-master/src/assets/faces/custom/Poker_C10.png 4.79KB
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  140. rlcard-showdown-master/src/assets/gameview.scss 9.05KB
  141. rlcard-showdown-master/src/assets/images/
  142. rlcard-showdown-master/src/assets/images/Actions/
  143. rlcard-showdown-master/src/assets/images/Actions/call.png 51.25KB
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  177. rlcard-showdown-master/src/components/
  178. rlcard-showdown-master/src/components/GameBoard/
  179. rlcard-showdown-master/src/components/GameBoard/DoudizhuGameBoard.js 22.15KB
  180. rlcard-showdown-master/src/components/GameBoard/LeducHoldemGameBoard.js 8.5KB
  181. rlcard-showdown-master/src/components/GameBoard/index.js 163B
  182. rlcard-showdown-master/src/components/MenuBar.js 17.68KB
  183. rlcard-showdown-master/src/components/Navbar.js 1.5KB
  184. rlcard-showdown-master/src/i18n.js 1.07KB
  185. rlcard-showdown-master/src/index.js 246B
  186. rlcard-showdown-master/src/locales/
  187. rlcard-showdown-master/src/locales/en/
  188. rlcard-showdown-master/src/locales/en/translation.json 916B
  189. rlcard-showdown-master/src/locales/zh/
  190. rlcard-showdown-master/src/locales/zh/translation.json 909B
  191. rlcard-showdown-master/src/utils/
  192. rlcard-showdown-master/src/utils/config.js 124B
  193. rlcard-showdown-master/src/utils/index.js 5.08KB
  194. rlcard-showdown-master/src/view/
  195. rlcard-showdown-master/src/view/LeaderBoard.js 21.2KB
  196. rlcard-showdown-master/src/view/PvEView/
  197. rlcard-showdown-master/src/view/PvEView/PvEDoudizhuDemoView.js 52.34KB
  198. rlcard-showdown-master/src/view/PvEView/index.js 87B
  199. rlcard-showdown-master/src/view/ReplayView/
  200. rlcard-showdown-master/src/view/ReplayView/DoudizhuReplayView.js 29.78KB
  201. rlcard-showdown-master/src/view/ReplayView/LeducHoldemReplayView.js 28.07KB
  202. rlcard-showdown-master/src/view/ReplayView/index.js 169B
  203. rlcard-showdown-master/yarn.lock 533.17KB

资源介绍:

rlcard-showdown-master.zip
# RLCard Showdown This is the GUI support for the [RLCard](https://github.com/datamllab/rlcard) project and [DouZero](https://github.com/kwai/DouZero) project. RLCard-Showdown provides evaluation and visualization tools to help understand the performance of the agents. It includes a replay module, where you can analyze the replays, and a PvE module, where you can play with the AI interactively. Currently, we only support Leduc Hold'em and Dou Dizhu. The frontend is developed with [React](https://reactjs.org/). The backend is based on [Django](https://www.djangoproject.com/) and [Flask](https://flask.palletsprojects.com/). Have fun! * Official Website: [http://www.rlcard.org](http://www.rlcard.org) * Tutorial in Jupyter Notebook: [https://github.com/datamllab/rlcard-tutorial](https://github.com/datamllab/rlcard-tutorial) * Paper: [https://www.ijcai.org/Proceedings/2020/764](https://www.ijcai.org/Proceedings/2020/764) * Document: [Click Here](docs/README.md) * Online Demo with DouZero: [https://www.douzero.org/](https://www.douzero.org/) * Miscellaneous Resources: Have you heard of data-centric AI? Please check out our [data-centric AI survey](https://arxiv.org/abs/2303.10158) and [awesome data-centric AI resources](https://github.com/daochenzha/data-centric-AI)! ## Cite this work Zha, Daochen, et al. "RLCard: A Platform for Reinforcement Learning in Card Games." IJCAI. 2020. ```bibtex @inproceedings{zha2020rlcard, title={RLCard: A Platform for Reinforcement Learning in Card Games}, author={Zha, Daochen and Lai, Kwei-Herng and Huang, Songyi and Cao, Yuanpu and Reddy, Keerthana and Vargas, Juan and Nguyen, Alex and Wei, Ruzhe and Guo, Junyu and Hu, Xia}, booktitle={IJCAI}, year={2020} } ``` ## Installation RLCard-Showdown has separated frontend and backend. The frontend is built with React and the backend is based on Django and Flask. ### Prerequisite To set up the frontend, you should make sure you have [Node.js](https://nodejs.org/) and NPM installed. Normally you just need to manually install Node.js, and the NPM package would be automatically installed together with Node.js for you. Please refer to its official website for installation of Node.js. You can run the following commands to verify the installation ``` node -v npm -v ``` For backend, make sure that you have **Python 3.6+** and **pip** installed. ### Install Frontend and Backend The frontend can be installed with the help of NPM: ``` git clone -b master --single-branch --depth=1 https://github.com/datamllab/rlcard-showdown.git cd rlcard-showdown npm install ``` The backend of leaderboard can be installed with ``` pip3 install -r requirements.txt cd server python3 manage.py migrate cd .. ``` ### Run RLCard-Showdown 1. Launch the backend of leaderboard with ``` cd server python3 manage.py runserver ``` 2. Download the pre-trained models in [Google Drive](https://drive.google.com/file/d/1zx-20xNBDbCFd8GWhZFUkl07lofbNHpy/view?usp=sharing) or [百度网盘](https://pan.baidu.com/s/12MgxVBBz4mgitT74quSWfw) 提取码: qh6s. Extract it in `pve_server/pretrained`. In a new terminal, start the PvE server (i.e., human vs AI) of DouZero with ``` cd pve_server python3 run_douzero.py ``` Alternatively, you can start the PvE server interfaced with RLCard: ``` cd pve_server python3 run_dmc.py ``` They are conceptually the same with minor differences in state representation and training time of the pre-trained models (DouZero is fully trained with more than a month, while DMC in RLCard is only trained for hours). 3. Run the following command in another new terminal under the project folder to start frontend: ``` npm start ``` You can view leaderboard at [http://127.0.0.1:3000/](http://127.0.0.1:3000/) and PvE demo of Dou Dizhu at [http://127.0.0.1:3000/pve/doudizhu-demo](http://127.0.0.1:3000/pve/doudizhu-demo). The backend of leaderboard will run in [http://127.0.0.1:8000/](http://127.0.0.1:8000/). The PvE backend will run in [http://127.0.0.1:5000/](http://127.0.0.1:5000/). ## Demos ![leaderboards](https://github.com/datamllab/rlcard-showdown/blob/master/docs/imgs/leaderboards.png?raw=true) ![upload](https://github.com/datamllab/rlcard-showdown/blob/master/docs/imgs/upload.png?raw=true) ![doudizhu-replay](https://github.com/datamllab/rlcard-showdown/blob/master/docs/imgs/doudizhu-replay.png?raw=true) ![leduc-replay](https://github.com/datamllab/rlcard-showdown/blob/master/docs/imgs/leduc-replay.png?raw=true) ## Contact Us If you have any questions or feedback, feel free to drop an email to [Songyi Huang](https://github.com/hsywhu) for the frontend or [Daochen Zha](https://github.com/daochenzha) for backend. ## Acknowledgements We would like to thank JJ World Network Technology Co., LTD for the generous support, [Chieh-An Tsai](https://anntsai.myportfolio.com/) for user interface design, and [Lei Pan](https://github.com/lpan18) for the help in visualizations.
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