Abstract: Deep reinforcement learning is the combination of reinforcement learning (RL) and deep learning. This field of research has recently been able to solve a wide range of complex ...
Deep Reinforcement Learning Hands-On is a comprehensive guide to the very latest DL tools and their ... If you have already purchased a print or Kindle version of this book, you can get a DRM-free PDF ...
We avoid the things that cause us to experience pain and failure. We embrace and build on the things that give us reward and success. This common pattern is the foundation of deep reinforcement ...
The tutorials lead you through implementing various algorithms in reinforcement learning. All of the code is in PyTorch (v0.4) and Python 3. The labs and projects can be found below. All of the ...