AgentRunner enables non-technical users to create and train autonomous AI agents using GPT-4. Users can set goals for their agents and observe their behavior through detailed logs and accumulated memories. The tool offers integrations with OpenAI or Google Cloud accounts and allows users to decide the actions their agents can take. Unlike AutoGPT, AgentRunner runs in the cloud and offers a simpler user experience.