Deployment, Ethics, and Future Directions
A discussion of RL deployment, ethical concerns like reward hacking, and next steps like neurosymbolic RL.
Chapter 63: Deploying RL Systems (Online learning, system integration, real-time constraints) Chapter 64: Ethical Considerations in RL (Reward hacking, fairness, unintended consequences) Chapter 65: Safety and Robustness in RL (Adversarial attacks, model verification, risk-aware RL) Chapter 66: Future Directions in RL (General-purpose RL, neurosymbolic RL, transformer-driven RL)