Keras Reinforcement Learning Projects : 9 Projects Exploring Popular Reinforcement Learning Techniques to Build Self-Learning Agents
Record details
- ISBN: 1789347971
- ISBN: 9781789347975
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Physical Description:
1 online resource (280 pages)
remote - Publisher: Birmingham : Packt Publishing Ltd, 2018.
Content descriptions
General Note: | Robot mobility. |
Formatted Contents Note: | Deep reinforcement learningThe Keras-RL package; Continuous control with deep reinforcement learning; Summary; Chapter 7: Dynamic Modeling of a Segway as an Inverted Pendulum System; How Segways work; System modeling basics; OpenAI Gym; OpenAI Gym methods; OpenAI Gym installation; The CartPole system; Q-learning solution; Deep Q-learning solution; Summary; Chapter 8: Robot Control System Using Deep Reinforcement Learning; Robot control; Robotics overview; Robot evolution; First-generation robots; Second-generation robots; Third-generation robots; Fourth-generation robots; Robot autonomy. |
Restrictions on Access Note: | NLC staff and students only. |
Source of Description Note: | Print version record. |
Search for related items by subject
Subject: | Machine learning Neural networks |