index.md

display_name	short_description	topic	wikipedia_url
Reinforcement learning	Reinforcement learning is a machine learning paradigm where agents learn optimal behavior through environment interaction.	reinforcement-learning	https://en.wikipedia.org/wiki/Reinforcement_learning

Reinforcement learning is a machine learning paradigm focused on sequential decision-making, in which an autonomous agent learns optimal behavior by interacting with a dynamic environment to maximize cumulative reward signals.