文件名称:deep_q_rl-master
- 所属分类：
- 人工智能/神经网络/遗传算法
- 资源属性：
- 上传时间：
- 2018-04-16
- 文件大小：
- 26kb
- 下载次数：
- 0次
- 提 供 者：
- YH***
- 相关连接：
- 无
- 下载说明：
- 别用迅雷下载，失败请重下，重下不扣分！
介绍说明－－下载内容均来自于网络，请自行研究使用
This package provides a Lasagne/Theano-based implementation of the deep Q-learning algorithm described in:
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, Martin Riedmiller
and
Mnih, Volodymyr, et al. "Human-level control through deep reinforcement learning." Nature 518.7540 (2015): 529-533.
Here is a video showing a trained network playing breakout (using an earlier version of the code):
http://youtu.be/SZ88F82KLX4
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, Martin Riedmiller
and
Mnih, Volodymyr, et al. "Human-level control through deep reinforcement learning." Nature 518.7540 (2015): 529-533.
Here is a video showing a trained network playing breakout (using an earlier version of the code):
http://youtu.be/SZ88F82KLX4
(系统自动生成,下载前可以参看下载内容)
下载文件列表
| 文件名 | 大小 | 更新时间 |
|---|---|---|
| deep_q_rl-master | 0 | 2016-06-04 |
| deep_q_rl-master\.gitignore | 11 | 2016-06-04 |
| deep_q_rl-master\LICENSE.txt | 1501 | 2016-06-04 |
| deep_q_rl-master\README.md | 3669 | 2016-06-04 |
| deep_q_rl-master\README_OSX.md | 605 | 2016-06-04 |
| deep_q_rl-master\deep_q_rl | 0 | 2016-06-04 |
| deep_q_rl-master\deep_q_rl\__init__.py | 0 | 2016-06-04 |
| deep_q_rl-master\deep_q_rl\ale_agent.py | 10505 | 2016-06-04 |
| deep_q_rl-master\deep_q_rl\ale_data_set.py | 9043 | 2016-06-04 |
| deep_q_rl-master\deep_q_rl\ale_experiment.py | 6719 | 2016-06-04 |
| deep_q_rl-master\deep_q_rl\ale_run_watch.py | 519 | 2016-06-04 |
| deep_q_rl-master\deep_q_rl\launcher.py | 12791 | 2016-06-04 |
| deep_q_rl-master\deep_q_rl\plot_filters.py | 772 | 2016-06-04 |
| deep_q_rl-master\deep_q_rl\plot_results.py | 837 | 2016-06-04 |
| deep_q_rl-master\deep_q_rl\q_network.py | 17031 | 2016-06-04 |
| deep_q_rl-master\deep_q_rl\run_nature.py | 1834 | 2016-06-04 |
| deep_q_rl-master\deep_q_rl\run_nips.py | 1394 | 2016-06-04 |
| deep_q_rl-master\deep_q_rl\setup.py | 195 | 2016-06-04 |
| deep_q_rl-master\deep_q_rl\test | 0 | 2016-06-04 |
| deep_q_rl-master\deep_q_rl\test\test_q_network.py | 7906 | 2016-06-04 |
| deep_q_rl-master\deep_q_rl\updates.py | 4939 | 2016-06-04 |
| deep_q_rl-master\dep_script.sh | 1255 | 2016-06-04 |
| deep_q_rl-master\roms | 0 | 2016-06-04 |
| deep_q_rl-master\roms\rom_link.md | 124 | 2016-06-04 |