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eess.SY2026
MARLEM: A Multi-Agent Reinforcement Learning Simulation Framework for Implicit Cooperation in Decentralized Local Energy Markets
Nelson Salazar-Pena, Alejandra Tabares, Andres Gonzalez-Mancera
This paper introduces a novel, open-source MARL simulation framework for studying implicit cooperation in LEMs, modeled as a decentralized partially observable Markov decision proc…
eess.SY2026
Harnessing Implicit Cooperation: A Multi-Agent Reinforcement Learning Approach Towards Decentralized Local Energy Markets
Nelson Salazar-Pena, Alejandra Tabares, Andres Gonzalez-Mancera
This paper proposes implicit cooperation, a framework enabling decentralized agents to approximate optimal coordination in local energy markets without explicit peer-to-peer commun…