What is curriculum reinforcement learning and its cost structure?

Curriculum RL gradually increases task difficulty while optimizing reward-based cost functions.

Curriculum reinforcement learning structures the reward landscape over time, starting with easier environments and progressively increasing complexity. This reshapes the cost surface dynamically, improving exploration efficiency and stabilizing policy convergence.