The Flexible Orchestration Path of Multi-Agent Systems

The Flexible Orchestration Path of Multi-Agent Systems

This article starts from the planning module in the Copilot 3.0 architecture, combining the reinforcement learning (GRPO) training practices of DeepSeek R1, to explore how large models can flexibly orchestrate multiple agents under a multi-agent architecture to better solve practical problems. GRPO Training Table Background 1. Business Scenario Merchants operate Copilot as a professional business … Read more

Integrating Copilot AI into R Language for Automatic Code Completion

Integrating Copilot AI into R Language for Automatic Code Completion

Integrating an AI Automatic Code Completion Feature into R Language Introduction A few months ago, I saw on the official websites of RStudio and GitHub that the AI assistant Copilot has been integrated into RStudio through GitHub account authorization. With the power of AI, it is possible to achieve automatic code completion within RStudio. I … Read more