Kingsley Nweye

Ten questions concerning reinforcement learning for building energy management

Zoltán Nagy, Gregor P. Henze, Sourav Dey et al. · Building and Environment · 2023 · 91 citations · Full text

Energy Planning, Energy Conservation, Energy Optimization +1

Ten questions concerning occupant-centric control and operations

Zoltán Nagy, Burak Gunay, Clayton Miller et al. · Building and Environment · 2023 · 67 citations · Full text

Control Strategy, Engineering, Command And Control +6

MERLIN: Multi-agent offline and transfer learning for occupant-centric operation of grid-interactive communities

Kingsley Nweye, Siva Sankaranarayanan, Zoltán Nagy · Applied Energy · 2023 · 48 citations

Artificial Intelligence, Agent-based System, Multi-agent Offline +14

Real-world challenges for multi-agent reinforcement learning in grid-interactive buildings

Kingsley Nweye, Bo Liu, Peter Stone et al. · Energy and AI · 2022 · 45 citations · Full text

MARTINI: Smart meter driven estimation of HVAC schedules and energy savings based on Wi-Fi sensing and clustering

Kingsley Nweye, Zoltán Nagy · Applied Energy · 2022 · 30 citations · Full text

Engineering, Smart Grid, Data Science +9