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Brida V. Mbuwir
Publication Activity (10 Years)
Years Active: 2018-2020
Publications (10 Years): 5
Top Topics
Reinforcement Learning
Eligibility Traces
Tabula Rasa
Learning Agent
Top Venues
SmartGridComm
ISGT Europe
ISGT-Europe
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Publications
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Brida V. Mbuwir
,
Carlo Manna
,
Fred Spiessens
,
Geert Deconinck
Benchmarking reinforcement learning algorithms for demand response applications.
ISGT-Europe
(2020)
Brida V. Mbuwir
,
Kaveh Paridari
,
Fred Spiessens
,
Lars Nordström
,
Geert Deconinck
Transfer learning for operational planning of batteries in commercial buildings.
SmartGridComm
(2020)
Brida V. Mbuwir
,
Fred Spiessens
,
Geert Deconinck
Benchmarking regression methods for function approximation in reinforcement learning: heat pump control.
ISGT Europe
(2019)
Brida V. Mbuwir
,
Mahtab Kaffash
,
Geert Deconinck
Battery Scheduling in a Residential Multi-Carrier Energy System Using Reinforcement Learning.
SmartGridComm
(2018)
Brida V. Mbuwir
,
Fred Spiessens
,
Geert Deconinck
Self-learning agent for battery energy management in a residential microgrid.
ISGT Europe
(2018)