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Shangtong Zhang
2018-04-11 08:35:24 -06:00
parent a27cf0aa4e
commit aef2e71ed1
3 changed files with 6 additions and 4 deletions
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README.md
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@@ -8,7 +8,7 @@ Implemented algorithms:
* Synchronous Advantage Actor Critic (A2C) * Synchronous Advantage Actor Critic (A2C)
* Synchronous N-Step Q-Learning * Synchronous N-Step Q-Learning
* Deep Deterministic Policy Gradient (DDPG) * Deep Deterministic Policy Gradient (DDPG)
* Synchronous Proximal Policy Optimization (PPO) * (Continuous/Discrete) Synchronous Proximal Policy Optimization (PPO)
* Action Conditional Video Prediction * Action Conditional Video Prediction
Asynchronous algorithms below are removed in this repo but can be found in [the previous release](https://github.com/ShangtongZhang/DeepRL/releases/tag/v0.1) Asynchronous algorithms below are removed in this repo but can be found in [the previous release](https://github.com/ShangtongZhang/DeepRL/releases/tag/v0.1)
@@ -42,6 +42,7 @@ Asynchronous algorithms below are removed in this repo but can be found in [the
## PPO ## PPO
![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/ppo_continuous-180408-002056.png) ![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/ppo_continuous-180408-002056.png)
![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/ppo_pixel_atari-180410-235529.png)
## Action Conditional Video Prediction ## Action Conditional Video Prediction
![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/ACVP.png) ![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/ACVP.png)
images/ppo_pixel_atari-180410-235529.png
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main.py
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@@ -338,11 +338,12 @@ def plot():
# 'dqn_pixel_atari-180407-01414', # 'dqn_pixel_atari-180407-01414',
# 'quantile_regression_dqn_pixel_atari-180407-01604', # 'quantile_regression_dqn_pixel_atari-180407-01604',
# 'n_step_dqn_pixel_atari-180408-001104', # 'n_step_dqn_pixel_atari-180408-001104',
'ppo_continuous-180408-002056', # 'ppo_continuous-180408-002056',
'ddpg_continuous-180407-234141' # 'ddpg_continuous-180407-234141'
'ppo_pixel_atari-180410-235529',
] ]
for name in names: for name in names:
plotter.plot_results(['to_plot/%s' % (name)]) plotter.plot_results(['to_plot/%s' % (name)], title='BreakoutNoFrameskip-v4')
plt.savefig('images/%s.png' % (name)) plt.savefig('images/%s.png' % (name))
plt.close() plt.close()