Part 6/10:
Reinforcement learning is particularly effective in creating intelligent behavior because it defines what constitutes a "correct" versus an "incorrect" response. For problems grounded in mathematics, logic, reasoning, and programming, reinforcement learning leverages the established right or wrong answers to affirm or challenge the model’s perceived solutions.
In this context, Ja’s implementation took place in the countdown game, a task wherein users strive to formulate expressions that reach a target number using basic arithmetic. This simplicity allows for concrete feedback, encouraging the model to revise and improve its strategies iteratively until it masters the task.