Engineering Notes
Thoughts and Ideas on AI by Muthukrishnan
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Tag: Scalability
11
Mar 2026
Mean Field Games and Mean Field Reinforcement Learning for Massive Agent Populations
How mean field theory lets you solve game-theoretic problems with millions of agents by replacing individual interactions with a statistical summary of the crowd
05
Oct 2025
Solving Complex Problems with AI Agent Swarms
## Concept Introduction An **AI Agent Swarm** is a system composed of a large number of relatively simple, often ident...
09
Jul 2025
AI Agent Communication Protocols MCP, ACP, A2A, and ANP
An overview of the most important communication protocols for multi-agent systems, and how they enable interoperability and scalability.