# Reinforcement Learning

**IRI:** https://folio.openlegalstandard.org/RCQ5aTqEDpPwcRvtzkx0T6e

## Labels

**Preferred Label:** RL

## Definition

Reinforcement Learning (RL) is a subset of machine learning that enables an artificial system, or agent, to optimize its behavior in a given environment by learning from feedback signals, such as rewards or punishments. The goal is to maximize the cumulative reward received, which is determined by a reward function representing the system's objectives (e.g., answering legal questions, drafting legal documents).

## Sub Class Of

- https://folio.openlegalstandard.org/RBHMad8oNmYXkYHOHZLCgqv

**Deprecated:** False