Developer Shares Autonomous RL Agent Practice: Spinning a Wheel for Daily Tasks

cephaloform · x · 2026-08-13

A developer shared the daily automated workflow of their AI agent: the system randomly assigns ('spins a wheel') an exercise task each day. The agent continuously works on it until it makes enough progress to move on to another, while the user can interrupt at any time to assign specific tasks. Additionally, the developer asks the AI to explain concepts repeatedly until they are fully understood, effectively using human feedback to reinforce learning (RL) and training the model to be an excellent teacher for humans.

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