Save OpenAI Gym renders as GIFS

gym_to_gif.py

from matplotlib import animation
import matplotlib.pyplot as plt
import gym 

"""
Ensure you have imagemagick installed with 
sudo apt-get install imagemagick

Open file in CLI with:
xgd-open <filelname>
"""
def save_frames_as_gif(frames, path='./', filename='gym_animation.gif'):

    #Mess with this to change frame size
    plt.figure(figsize=(frames[0].shape[1] / 72.0, frames[0].shape[0] / 72.0), dpi=72)

    patch = plt.imshow(frames[0])
    plt.axis('off')

    def animate(i):
        patch.set_data(frames[i])

    anim = animation.FuncAnimation(plt.gcf(), animate, frames = len(frames), interval=50)
    anim.save(path + filename, writer='imagemagick', fps=60)

#Make gym env
env = gym.make('CartPole-v1')

#Run the env
observation = env.reset()
frames = []
for t in range(1000):
    #Render to frames buffer
    frames.append(env.render(mode="rgb_array"))
    action = env.action_space.sample()
    _, _, done, _ = env.step(action)
    if done:
        break
env.close()
save_frames_as_gif(frames)

Great code! I'd suggest testing the existente of ImageMagick by running this: $ convert -version

This is very helpful. Thank you!

Thank you!!

This is brilliant, thank you! It worked without ImageMagick for me, it just used pillow instead.

The save_frames_as_gif function has a memory leak when used within a loop and with the pillow writer. I'm not sure though, what exactly causes this.