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When Policies Read Each Other: Teaching Agents to Cooperate by Reading the Code

Opening — Why this matters now Multi-agent systems are finally leaving the toy world. Autonomous traders negotiate with other bots. Supply-chain agents coordinate across firms. AI copilots increasingly share environments with other AI copilots. And yet, most multi-agent reinforcement learning (MARL) systems are still stuck with a primitive handicap: agents cannot meaningfully understand what other agents are doing. ...

December 26, 2025 · 4 min · Zelina