Coordinated Multi-Agent Reinforcement Learning for Swarm Battery Control. - Niklas Ebell; Marco Pruckner (CCECE, 2018)

Reinforcement Learning Control Algorithm for a PV-Battery-System Providing Frequency Containment Reserve Power. - Niklas Ebell; Felix Heinrich; Jonas Schlund; Marco Pruckner (SmartGridComm, 2018)

Sharing of Energy Among Cooperative Households Using Distributed Multi-Agent Reinforcement Learning. - Niklas Ebell; Moritz Gütlein; Marco Pruckner (ISGT Europe, 2019)

Benchmarking a Decentralized Reinforcement Learning Control Strategy for an Energy Community. - Niklas Ebell; Marco Pruckner (SmartGridComm, 2021)