Practical Reinforcement Learning
@PracticalRL
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Practical Reinforcement Learning
20 subscribers
Practical Reinforcement Learning
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Practical Reinforcement Learning
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Hide and Seek
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Practical Reinforcement Learning
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Parking
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Practical Reinforcement Learning
PRL learning path.pdf
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مسیر آموزشی
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Practical Reinforcement Learning
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Practical Reinforcement Learning
Practical Reinforcement Learning
PRL learning path.pdf
رو خود فایل، لینک‌ها موجوده ولی واسه دسترسی راحت‌تر من لیستشونو اینجا میذارم:

Course 1: Udemy - Deep Learning with TensorFlow 2.0

Course 2: Packtpub Deep Learning with PyTorch

Coursera: Practical Reinforcement Learning

Textbook: Reinforcement Learning, An Introduction (Sutton Barto)

OpenAI Spinning Up in Deep RL

A (Long) Peek into Reinforcement Learning

(سایتای ایرانی رو بدون فیلترشکن و سایتای خارجی رو با فیلترشکن باید باز کنید)
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Practical Reinforcement Learning
تا الآن کدوم مفاهیمو یاد گرفتی؟ (میتونی تو چند جمله تعریفش کنی)
Anonymous Poll
75%
Cross-entropy loss
63%
Softmax activation function
75%
Backpropagation
75%
Overfitting
63%
N-fold cross validation
38%
Early stopping
63%
Standardization
38%
One-hot encoding
50%
SGD (Stochastic gradient descent)
8 voters124 views
Practical Reinforcement Learning
🚀 امتحان اول دوره از مبحث شبکه عصبی (Udemy - Deep Learning with TensorFlow 2.0) در لینک زیر آپلود شد:

https://moonicorn.ir/prl/quiz1/
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Practical Reinforcement Learning
https://neptune.ai/blog/reinforcement-learning-applications
OpenAI
OpenAI to acquire Neptune
OpenAI is acquiring Neptune to deepen visibility into model behavior and strengthen the tools researchers use to track experiments and monitor training.
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Practical Reinforcement Learning
امتحان دوم دوره از مبحث انواع شبکه‌های عصبی (Packtpub Deep Learning with PyTorch) در لینک زیر آپلود شد:

https://moonicorn.ir/prl/quiz2
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Practical Reinforcement Learning
فردا شنبه ۱۶ اسفند ۹۹
شروع کورس اصلی دوره (coursera: Practical Reinforcement Learning) به صورت آنلاین در کورسرا

برای شروع در سایت ثبت نام کرده و در کلاس لینک زیر شرکت کنید:
https://www.coursera.org/learn/practical-rl/home/welcome
در حین شرکت در این دوره در گروه PRL Discussion بحث و گفتگو، پرسیدن سوال و کدزنی مشترک انجام خواهد شد.
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Practical Reinforcement Learning
coursera_slides_pdf.zip
129.9 MB
لکچرنوت‌های دوره کورسرا
#اسلاید #جزوه
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Practical Reinforcement Learning
RLAlgsInMDPs.pdf
1.5 MB
Algorithms for Reinforcement Learning

Csaba Szepesv´ari
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Practical Reinforcement Learning
PRL Roadmap.pdf
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برنامه جلسات کورس PRL
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Practical Reinforcement Learning
Forwarded from omid Gh
Copy of experience_replay.ipynb
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Copy of sarsa.ipynb
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Copy of qlearning (1).ipynb
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Copy of Copy of crossentropy_method.ipynb
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Practical Reinforcement Learning
Forwarded from Agho Iman
https://colab.research.google.com/drive/1tblpjAF48rxEn2kG9JEtLTukCp_3NUE6?usp=sharing
Google
Copy of qlearning.ipynb
Colaboratory notebook
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Practical Reinforcement Learning
Forwarded from Agho Iman
https://colab.research.google.com/drive/1BHmLuGBkts7x0KaHyiaKjSBFI0XJCmyz?usp=sharing
Google
Copy of sarsa.ipynb
Colaboratory notebook
135 views
Practical Reinforcement Learning
Forwarded from Agho Iman
https://colab.research.google.com/drive/1jcIMALPKaT9MCZVj5ELB6EwOQwNMyuWn?usp=sharing
Google
Copy of recap_ml.ipynb
Colaboratory notebook
138 views