@BIGBALLON 2017-10-15T00:01:29.000000Z 字数 1737 阅读 1499

OpenAI Gym Install & Setting

Assume we already install all of other packages we need(tf, pytorch etc.)

Install openai-gym

In order to install openai-gym, we should setup the following packages:

sudo apt install cmake swig zlib1g-dev python3-tk -y

To save videos, we aslo need to install ffmpeg

sudo apt install ffmpeg

Then, we can setup openai-gym by the following commands:

git clone https://github.com/openai/gym
cd gym
pip3 install gym[all]

Using fake screen to get videos

Because remote server has no display device, so we can't see the training process and save videos.
So we will use the following method to get the remote screen.

Change GPU fan setting

sudo nvidia-xconfig -a --cool-bits=4

Download the file dfp-edid.bin & move it to /etc/
Open xorg.conf

sudo vim /etc/X11/xorg.conf

Insert the following three lines in each Section "Screen":

Option      "UseDisplayDevice" "DFP-0"
Option      "ConnectedMonitor" "DFP-0"
Option      "CustomEDID" "DFP-0:/etc/dfp-edid.bin"

Restart X server(ex. lightdm)

sudo service lightdm restart

Auto login setting

bulid(or modify) file /etc/lightdm/lightdm.conf
write the following lines:

[Seat:*]
autologin-guest=false
autologin-user=username
autologin-user-timeout=0

then restart X server again.

Install anydesk
- Download & upload to your server(via sftp, scp or using wget etc.)
- Install deb: sudo dpkg -i anydesk.XXX.deb
- Set password: anydesk --set-password
- Get ID: anydesk --get-id
- run anydesk anydesk
- (optinal) if it still doesn't work, try to use cmd export DISPLAY=:0

Use AnyDesk

Download AnyDesk from official website, windowsx64 version in this tutorial.
Double click to run the application(no need to install).
Enter the ID we got from remote server.
Enter the password.
Then,you can see the remote desktop, enjoy it!

Run an simple code

import gym
env = gym.make('CartPole-v0')
env.reset()
for _ in range(1000):
    env.render()
    env.step(env.action_space.sample()) # take a random action

You can see the environment works fine!
Take it easy!