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
