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update user guide #446
update user guide #446
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for more information, see https://pre-commit.ci
Hello, |
Hello, |
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Thanks for this addition. However, for now, it is a bit difficult to review this. Can you clean up all the outputs?
[38;21m[INFO] 14:46: [Sb3-PPO[worker: 6]] | max_global_step = 10240 | time/iterations = 4 | rollout/ep_rew_mean = 44.09 | rollout/ep_len_mean = 44.09 | time/fps = 114 | time/time_elapsed = 71 | time/total_timesteps = 8192 | train/learning_rate = 0.0003 | train/entropy_loss = -0.635085660405457 | train/policy_gradient_loss = -0.019524750619893894 | train/value_loss = 51.484919738769534 | train/approx_kl = 0.009435750544071198 | train/clip_fraction = 0.088720703125 | train/loss = 15.843541145324707 | train/explained_variance = 0.25749021768569946 | train/n_updates = 30 | train/clip_range = 0.2 | [0m | ||
INFO:rlberry_logger:[Sb3-PPO[worker: 6]] | max_global_step = 10240 | time/iterations = 4 | rollout/ep_rew_mean = 44.09 | rollout/ep_len_mean = 44.09 | time/fps = 114 | time/time_elapsed = 71 | time/total_timesteps = 8192 | train/learning_rate = 0.0003 | train/entropy_loss = -0.635085660405457 | train/policy_gradient_loss = -0.019524750619893894 | train/value_loss = 51.484919738769534 | train/approx_kl = 0.009435750544071198 | train/clip_fraction = 0.088720703125 | train/loss = 15.843541145324707 | train/explained_variance = 0.25749021768569946 | train/n_updates = 30 | train/clip_range = 0.2 | | ||
[38;21m[INFO] 14:46: [Sb3-PPO[worker: 9]] | max_global_step = 10240 | time/iterations = 4 | rollout/ep_rew_mean = 45.69 | rollout/ep_len_mean = 45.69 | time/fps = 117 | time/time_elapsed = 69 | time/total_timesteps = 8192 | train/learning_rate = 0.0003 | train/entropy_loss = -0.6443713787943125 | train/policy_gradient_loss = -0.012846545978391077 | train/value_loss = 55.9754634976387 | train/approx_kl = 0.008374381810426712 | train/clip_fraction = 0.0560546875 | train/loss = 18.558977127075195 | train/explained_variance = 0.21047407388687134 | train/n_updates = 30 | train/clip_range = 0.2 | [0m | ||
INFO:rlberry_logger:[Sb3-PPO[worker: 9]] | max_global_step = 10240 | time/iterations = 4 | rollout/ep_rew_mean = 45.69 | rollout/ep_len_mean = 45.69 | time/fps = 117 | time/time_elapsed = 69 | time/total_timesteps = 8192 | |
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Please do not include colab stuffs. They are not useful for the doc and may cause bugs.
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Don't know how to remove, this was generated automatically with a jupyter to markdown converter.
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You can just remove them manually.
[38;21m[INFO] 14:46: [Sb3-PPO[worker: 6]] | max_global_step = 10240 | time/iterations = 4 | rollout/ep_rew_mean = 44.09 | rollout/ep_len_mean = 44.09 | time/fps = 114 | time/time_elapsed = 71 | time/total_timesteps = 8192 | train/learning_rate = 0.0003 | train/entropy_loss = -0.635085660405457 | train/policy_gradient_loss = -0.019524750619893894 | train/value_loss = 51.484919738769534 | train/approx_kl = 0.009435750544071198 | train/clip_fraction = 0.088720703125 | train/loss = 15.843541145324707 | train/explained_variance = 0.25749021768569946 | train/n_updates = 30 | train/clip_range = 0.2 | [0m | ||
INFO:rlberry_logger:[Sb3-PPO[worker: 6]] | max_global_step = 10240 | time/iterations = 4 | rollout/ep_rew_mean = 44.09 | rollout/ep_len_mean = 44.09 | time/fps = 114 | time/time_elapsed = 71 | time/total_timesteps = 8192 | train/learning_rate = 0.0003 | train/entropy_loss = -0.635085660405457 | train/policy_gradient_loss = -0.019524750619893894 | train/value_loss = 51.484919738769534 | train/approx_kl = 0.009435750544071198 | train/clip_fraction = 0.088720703125 | train/loss = 15.843541145324707 | train/explained_variance = 0.25749021768569946 | train/n_updates = 30 | train/clip_range = 0.2 | | ||
[38;21m[INFO] 14:46: [Sb3-PPO[worker: 9]] | max_global_step = 10240 | time/iterations = 4 | rollout/ep_rew_mean = 45.69 | rollout/ep_len_mean = 45.69 | time/fps = 117 | time/time_elapsed = 69 | time/total_timesteps = 8192 | train/learning_rate = 0.0003 | train/entropy_loss = -0.6443713787943125 | train/policy_gradient_loss = -0.012846545978391077 | train/value_loss = 55.9754634976387 | train/approx_kl = 0.008374381810426712 | train/clip_fraction = 0.0560546875 | train/loss = 18.558977127075195 | train/explained_variance = 0.21047407388687134 | train/n_updates = 30 | train/clip_range = 0.2 | [0m | ||
INFO:rlberry_logger:[Sb3-PPO[worker: 9]] | max_global_step = 10240 | time/iterations = 4 | rollout/ep_rew_mean = 45.69 | rollout/ep_len_mean = 45.69 | time/fps = 117 | time/time_elapsed = 69 | time/total_timesteps = 8192 | |
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Please, write an explanation on how to interpret the results.
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Done with a todo
Hello, |
…nd maybe smoothing curve
for more information, see https://pre-commit.ci
Hello, |
A part has been integrated into visualization user guide, another part is now in the new repo with the avec tutorial template. Closing. |
Description
PR for issues #325 #353
I remove some place holders in the user guide that we would probably never do and I did a user guide page for plotting and statitstics.
Checklist
To check :
black --check examples rlberry *py
flake8 --select F401,F405,D410,D411,D412 --exclude=rlberry/check_packages.py --per-file-ignores="init.py:F401",