Reinforcement Learning

Purpose: Implement and tune RL agents, and understand the basis of RLHF.

Outcomes

• Solve small MDPs.
• Implement policy gradients and PPO.
• Explain reward modeling for alignment.

Audience

Practitioners with deep learning basics who want working RL skills.