Aurélien Geron
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4f5aa43f92
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Remove a warning when computing left_proba
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2024-01-19 19:01:59 +13:00 |
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Aurélien Geron
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b2a2533543
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Replace OpenAI Gym with Gymnasium and fix box-2d installation bug
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2024-01-18 22:05:41 +13:00 |
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Aurélien Geron
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4ca56568ca
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Fix render code for LunarLander-v2
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2022-09-25 22:05:11 +13:00 |
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Aurélien Geron
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2228feb218
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Update gym library, and remove unneeded libraries for headless servers
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2022-09-24 12:23:42 +12:00 |
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Aurélien Geron
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0573deb5d3
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Use object instead of deprecated np.object
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2022-09-22 23:29:25 +12:00 |
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Aurélien Geron
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79ce441212
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Update lib versions and add pydot, fixes #29
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2022-09-22 19:14:01 +12:00 |
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Aurélien Geron
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58e5232e29
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Remove sklearn version check when sklearn is not needed
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2022-04-17 12:17:13 +12:00 |
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Aurélien Geron
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5578c334d7
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Big update to chapter 18 for the 3rd edition
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2022-04-05 21:47:12 +12:00 |
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Aurélien Geron
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dcb43f2881
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Add GPU accelerator to notebooks 14 to 19
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2022-03-23 11:02:35 +13:00 |
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Aurélien Geron
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a2f8391951
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Upgrade to TensorFlow 2.8
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2022-03-01 11:41:27 +13:00 |
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Aurélien Geron
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85171acd17
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Require Python 3.7+
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2022-02-19 23:03:20 +13:00 |
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Aurélien Geron
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bbc1113951
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Work in progress for chapters 16 to 19
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2022-02-19 22:09:28 +13:00 |
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Aurélien Geron
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a2c05861f3
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Move notebooks again as the SVM chapter is added back
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2021-11-23 13:41:17 +13:00 |
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Aurélien Geron
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ce4fccf74c
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Large change: Chapter 5 on SVMs moves online
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2021-10-15 21:59:45 +13:00 |
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Aurélien Geron
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fa1ae51184
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Large change: replace os.path with pathlib, move to Python 3.7
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2021-10-15 21:46:27 +13:00 |
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Aurélien Geron
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fdb5d1695e
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Replace pip install mcpi with %pip which always installs in the right environment
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2021-10-07 18:10:34 +13:00 |
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Aurélien Geron
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7fc088e23d
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Use atari_py version with ROMs
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2021-09-21 16:41:01 +12:00 |
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Aurélien Geron
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108fe1fa53
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Replace lr with learning_rate in Keras optimizers, fixes #456
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2021-08-31 20:54:35 +12:00 |
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Aurélien Geron
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1b96533668
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Replace 'Open in Colab' button
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2021-05-26 07:40:58 +12:00 |
|
Peretz Cohen
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51b01b6db4
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Update 18_reinforcement_learning.ipynb
fix link
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2021-05-25 11:19:02 -07:00 |
|
Peretz Cohen
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4b02bac9da
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Merge branch 'ageron:master' into add-kaggle-badge
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2021-05-24 20:24:08 -07:00 |
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Peretz Cohen
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86d50828e2
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Update 18_reinforcement_learning.ipynb
add Open in Kaggle badge
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2021-05-24 20:17:10 -07:00 |
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Aurélien Geron
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c3020f1da5
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Support running on Kaggle
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2021-05-25 12:07:29 +12:00 |
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Aurélien Geron
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90e53af92c
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Install gym[box2d] on Colab for LunarLander-v2 policy gradients exercise solution
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2021-03-20 10:46:02 +13:00 |
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Aurélien Geron
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9af016e341
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Remove redundant heading for LunarLander-v2 policy gradients exercise solution
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2021-03-20 10:40:02 +13:00 |
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Aurélien Geron
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cfd0837f5c
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Add LunarLander-v2 Policy Gradients exercise solution
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2021-03-20 10:04:52 +13:00 |
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Aurélien Geron
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e9b5dce122
|
Fix auto-fire, add exercises, explain Space Invaders delta
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2021-03-18 22:16:38 +13:00 |
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Aurélien Geron
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c98ee19363
|
Fix AtariPreprocessingWithAutoFire typo
|
2021-03-10 10:45:24 +13:00 |
|
Aurélien Geron
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dd94101c5d
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Speed up training: I tuned learning rate for DQN variants, and added auto-FIRE for Blockout. Fixes #117
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2021-03-09 22:21:08 +13:00 |
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Aurélien Geron
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5c8843a53b
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Merge pull request #290 from 8bitmp3/patch-1
Update (small) the reinforcement learning chapter
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2021-03-02 12:11:47 +13:00 |
|
B D
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64f0e05a94
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Minor change on greedy policy variable usage
Chap 18, why not using directly the 'n_outputs' variable defined earlier, instead of hardcoded '2'
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2021-02-28 12:02:23 +01:00 |
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Aurélien Geron
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749817ccfa
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Update libraries to latest version, including TensorFlow 2.4.1 and Scikit-Learn 0.24.1
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2021-02-18 11:59:02 +13:00 |
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Aurélien Geron
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8ebdcffc6b
|
Work around TF Agents issue: env.step(1) => env.step(np.array(1))
|
2020-11-23 16:52:37 +13:00 |
|
8bitmp3
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80f6cb27c0
|
Update (small) the reinforcement learning chapter
|
2020-10-17 15:04:51 +01:00 |
|
Aurélien Geron
|
7b3d280a86
|
Fix error in commented out code, fixes #89
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2020-03-31 21:39:51 +13:00 |
|
Aurélien Geron
|
cd4e2e1313
|
Add comment about the reshape operation from the training_step function
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2020-03-12 22:51:36 +13:00 |
|
Aurélien Geron
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49715d4b74
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Fix bug in training_step: target_Q_values must be a column vector
|
2020-03-12 22:47:22 +13:00 |
|
Aurélien Geron
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d6fbc91cf2
|
Upgrade packages, and add environment-windows.yml
|
2019-12-14 18:58:01 +08:00 |
|
Aurélien Geron
|
88dccccd5f
|
Make notebooks 14 to 19 runnable in Colab without changes
|
2019-11-06 21:06:55 +08:00 |
|
Aurélien Geron
|
d8971f1767
|
Fix os.join() => os.path.join()
|
2019-10-12 18:05:41 +09:30 |
|
Aurélien Geron
|
4c3b7b9b06
|
Save agent's breakout performance to an animated gif
|
2019-05-28 09:30:16 +08:00 |
|
Aurélien Geron
|
3ef350ab4c
|
Fix figure name and clarify a couple code examples
|
2019-05-27 20:35:00 +08:00 |
|
Aurélien Geron
|
c5f4b41cf5
|
Fix breakout plot
|
2019-05-26 23:56:49 +08:00 |
|
Aurélien Geron
|
2edbb6e9d4
|
Add Reinforcement Learning notebook
|
2019-05-26 23:30:39 +08:00 |
|
Aurélien Geron
|
73a36f335f
|
Add warning about TF issue regarding DenseFeatures and the Functional API, fixes #6
|
2019-05-15 20:23:24 +08:00 |