research notes

notes on reinforcement learning theory, probability, and machine learning

Concentration Inequalities for Reinforcement Learning

A summary of key concentration inequalities used in the analysis of reinforcement learning algorithms.

8 min read · January 31, 2026

2026 · machine-learning reinforcement-learning mathematics probability · theory