Module 08: Reward Design, Debugging & Diagnostics

Coming soon.

The module that separates people who can run RL from people who can actually ship it. Most RL failures are reward bugs or training pathologies, not algorithm bugs.

Learning Objectives

• Design reward functions that don't get hacked
• Read diagnostic plots (value loss, entropy, KL divergence)
• Identify common failure modes and fix them
• Run proper ablation studies

Concept Explanation

Coming soon.

Code Examples

Coming soon.

Exercises

Coming soon.