If you enjoyed this book, you may be interested in these other books by Packt:

Hands-On Transfer Learning with Python
Dipanjan Sarkar

ISBN: 9781788831307

• Set up your own DL environment with graphics processing unit (GPU) and Cloud support
• Delve into transfer learning principles with ML and DL models
• Explore various DL architectures, including CNN, LSTM, and capsule networks
• Learn about data and network representation and loss functions
• Get to grips with models and strategies in transfer learning
• Walk through potential challenges in building complex transfer learning models from scratch
• Explore real-world research problems related to computer vision and audio analysis
• Understand how transfer learning can be leveraged in NLP

Deep Reinforcement Learning Hands-On
Maxim Lapan

ISBN: 9781788834247

• Understand the DL context of RL and implement complex DL models
• Learn the foundation of RL: Markov decision processes
• Evaluate RL methods including Cross-entropy, DQN, Actor-Critic, TRPO, PPO, DDPG, D4PG and others
• Discover how to deal with discrete and continuous action spaces in various environments
• Defeat Atari arcade games using the value iteration method
• Create your own OpenAI Gym environment to train a stock trading agent
• Teach your agent to play Connect4 using AlphaGo Zero
• Explore the very latest deep RL research on topics including AI-driven chatbots