Posts tagged multi-agent-systems
-
Graph of Agents: multi-agent value comes from information flow
TLDR: Graph of Agents is useful because it treats collaboration as a test-time graph problem: choose relevant agents, score their answers, pass messages in the right direction, and pool the result.
-
MAS Conference Papers: 近期多智能体系统论文阅读清单
TLDR: This page is a ranked reading shortlist for recent MAS papers, prioritizing collaboration structure, topology design, runtime efficiency, and verification.
-
Beyond Individual Intelligence: the LIFE frame for multi-agent systems
The LIFE survey is useful because it reframes LLM multi-agent systems as a lifecycle: build individual capability, integrate collaboration, attribute failures, and evolve the system.
-
Autocurricula and Multi-Agent Innovation: 社会互动如何生成新问题
TLDR: Multi-agent intelligence should study how cooperation, competition, specialization, and shared discoveries create abilities that isolated agents would miss.
-
Building a C compiler with agent teams
The C compiler experiment worked because the project had the right substrate for agents: a modular architecture, objective tests, Git as shared memory, task locks, readable logs, and oracles that turned one giant goal into many local failures.