Self-learning agent for battery energy management in a residential microgrid. - Brida V. Mbuwir; Fred Spiessens; Geert Deconinck (ISGT Europe, 2018)

Battery Scheduling in a Residential Multi-Carrier Energy System Using Reinforcement Learning. - Brida V. Mbuwir; Mahtab Kaffash; Geert Deconinck (SmartGridComm, 2018)

Benchmarking regression methods for function approximation in reinforcement learning: heat pump control. - Brida V. Mbuwir; Fred Spiessens; Geert Deconinck (ISGT Europe, 2019)

Benchmarking reinforcement learning algorithms for demand response applications. - Brida V. Mbuwir; Carlo Manna; Fred Spiessens; Geert Deconinck (ISGT-Europe, 2020)

Transfer learning for operational planning of batteries in commercial buildings. - Brida V. Mbuwir; Kaveh Paridari; Fred Spiessens; Lars Nordström; Geert Deconinck (SmartGridComm, 2020)

Optimized Bidding Strategies for Industrial Steam Networks in Multiple Energy and Reserve Markets. - Luciana Marques; Lina Silva-Rodriguez; Brida V. Mbuwir; Carlo Manna; Román Cantú Rodríguez; Tom Cuypers (ISGT EUROPE, 2024)