Frits de Nijs

Reinforcement learning for whole-building HVAC control and demand response

Donald Azuatalam, Wee-Lih Lee, Frits de Nijs et al. · Energy and AI · 2020 · 222 citations · Full text

Artificial Intelligence, Novel Reinforcement Learning, Engineering +16

Constrained Multiagent Markov Decision Processes: a Taxonomy of Problems and Algorithms

Frits de Nijs, Erwin Walraven, Mathijs de Weerdt et al. · Journal of Artificial Intelligence Research · 2021 · 23 citations · Full text

Mathematical Programming, Engineering, Electric Vehicle Charging +19

Best-Response Planning of Thermostatically Controlled Loads under Power Constraints

Frits de Nijs, Matthijs T. J. Spaan, Mathijs de Weerdt · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 18 citations · Full text

Reactive Control, Engineering, Best-response Planning +12

Proximal Policy Optimization Based Reinforcement Learning for Joint Bidding in Energy and Frequency Regulation Markets

Muhammad Tuoqeer Anwar, Changlong Wang, Frits de Nijs et al. · 2022 IEEE Power & Energy Society General Meeting (PESGM) · 2022 · 18 citations · Full text

Mathematical Programming, Engineering, Global Decarbonization Effort +18

Bounding the Probability of Resource Constraint Violations in Multi-Agent MDPs

Frits de Nijs, Erwin Walraven, Mathijs de Weerdt et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 12 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +20