21-01-2020, 12:11 AM
Sean Saito, Yang Wenzhuo, Rajalingappaa Shanmugamani - Python Reinforcement Learning Projects-Packt Publishing (2018)
Type : epub |
Size : 21.4 MB |
English |
Descirption: Deploy autonomous agents in business systems using powerful Python libraries and sophisticated reinforcement learning modelsKey FeaturesImplement Q-learning and Markov models with Python and OpenAIExplore the power of TensorFlow to build self-learning modelsEight AI projects to gain confidence in building self-trained applicationsBook Reinforcement learning (RL) is the next big leap in the artificial intelligence domain, given that it is unsupervised, optimized, and fast. Python Reinforcement Learning Projects takes you through various aspects and methodologies of reinforcement learning, with the help of insightful projects.You will learn about core concepts of reinforcement learning, such as Q-learning, Markov models, the Monte-Carlo process, and deep reinforcement learning. As you make your way through the book, you'll work on projects with various datasets, including numerical, text, video, and audio, and will gain...
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