Model-predictive control and reinforcement learning in multi-energy
system case studies

Model-predictive control and reinforcement learning in multi-energy system case studies

20 April 2021

Román Cantú Rodríguez

Geert Deconinck

Papers citing "Model-predictive control and reinforcement learning in multi-energy system case studies"

11 / 11 papers shown

Title
Weighted Random Search for Hyperparameter Optimization A. Florea Razvan Andonie 115 48 0 03 Apr 2020
From Reinforcement Learning to Optimal Control: A unified framework for sequential decisions Warrren B Powell BDL OffRL 45 41 0 07 Dec 2019
ModelicaGym: Applying Reinforcement Learning to Modelica Models Oleh Lukianykhin T. Bogodorova 78 20 0 18 Sep 2019
Optuna: A Next-generation Hyperparameter Optimization Framework Takuya Akiba Shotaro Sano Toshihiko Yanase Takeru Ohta Masanori Koyama 661 5,798 0 25 Jul 2019
Addressing Function Approximation Error in Actor-Critic Methods Scott Fujimoto H. V. Hoof David Meger OffRL 172 5,182 0 26 Feb 2018
Deep Reinforcement Learning based Optimal Control of Hot Water Systems H. Kazmi Fahad Mehmood Stefan Lodeweyckx Johan Driesen AI4CE 28 72 0 04 Jan 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 496 19,019 0 20 Jul 2017
Safe Model-based Reinforcement Learning with Stability Guarantees Felix Berkenkamp M. Turchetta Angela P. Schoellig Andreas Krause 176 851 0 23 May 2017
Model-Free Control of Thermostatically Controlled Loads Connected to a District Heating Network Bert Claessens D. Vanhoudt J. Desmedt F. Ruelens AI4CE 46 64 0 27 Jan 2017
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 214 5,076 0 05 Jun 2016
Reinforcement Learning for the Unit Commitment Problem Gal Dalal Shie Mannor 30 18 0 19 Jul 2015