Deep Reinforcement Learning with Python With PyTorch, TensorFlow and OpenAI Gym b...
Dom Feb 13, 2022 10:20 am
[/center]
Deep Reinforcement Learning with Python With PyTorch, TensorFlow and OpenAI Gym by Nimish Sanghi
epub | 11.51 MB | English | Isbn: B091K32T2B | Author: Nimish Sanghi | Year: 2021
[/center]
Description:
Deep reinforcement learning is a fast-growing discipline that is making a significant impact in fields of autonomous vehicles, robotics, healthcare, finance, and many more. This book covers deep reinforcement learning using deep-q learning and policy gradient models with coding exercise. You'll begin by reviewing the Markov decision processes, Bellman equations, and dynamic programming that form the core concepts and foundation of deep reinforcement learning. Next, you'll study model-free learning followed by function approximation using neural networks and deep learning. This is followed by various deep reinforcement learning algorithms such as deep q-networks, various flavors of actor-critic methods, and other policy-based methods. You'll also look at exploration vs exploitation dilemma, a key consideration in reinforcement learning algorithms, along with Monte Carlo tree search (MCTS), which played a key role in the success of AlphaGo. The final chapters conclude...
Category:Python Computer Programming, AI & Semantics, Python Programming
Download from RapidGator
Download from NitroFlare
https://rapidgator.net/file/99e6dac3c00add7be5aa309e9c55fc90/Deep.Reinforcement.Learning.with.Python_.With.PyTorch.TensorFlow.and.OpenAI.Gym.by.Nimish.Sanghi..rar
[/center]
https://nitro.download/view/25AF98A92A0E555/Deep.Reinforcement.Learning.with.Python_.With.PyTorch.TensorFlow.and.OpenAI.Gym.by.Nimish.Sanghi..rar
- Deep Reinforcement Learning with Python - With PyTorch, TensorFlow and OpenAI Gym
- Foundations of Deep Reinforcement Learning - Theory and Practice in Python
- Practical Deep Reinforcement Learning with Python by Ivan Gridin
- Deep Learning With Tensorflow Second Edition Deep Learning Tensorflow Packt Publis...
- Probabilistic Deep Learning - With Python, Keras and TensorFlow Probability (True , )
Permisos de este foro:
No puedes responder a temas en este foro.