Multi-Objective Reinforcement Learning-based Approach for Pressurized Water Reactor Optimization

15 December 2023

Papers citing "Multi-Objective Reinforcement Learning-based Approach for Pressurized Water Reactor Optimization"

11 / 11 papers shown

Title
Surpassing legacy approaches to PWR core reload optimization with single-objective Reinforcement learning Paul Seurin K. Shirvan 104 1 0 16 Feb 2024
Redeeming Intrinsic Rewards via Constrained Optimization Eric Chen Zhang-Wei Hong Joni Pajarinen Pulkit Agrawal OnRL 49 25 0 14 Nov 2022
Multi-Objective Reinforcement Learning based Multi-Microgrid System Optimisation Problem Jiangjiao Xu Ke Li M. Abusara 29 9 0 10 Mar 2021
Constrained Combinatorial Optimization with Reinforcement Learning Rubén Solozabal Josu Ceberio Martin Takáč 40 21 0 22 Jun 2020
Reinforcement Learning for Combinatorial Optimization: A Survey Nina Mazyavkina S. Sviridov Sergei Ivanov Evgeny Burnaev 80 622 0 07 Mar 2020
pymoo: Multi-objective Optimization in Python Julian Blank Kalyanmoy Deb 65 1,250 0 22 Jan 2020
Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement Learning Qiang Ma Suwen Ge Danyang He D. Thaker Iddo Drori 60 189 0 12 Nov 2019
A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation Runzhe Yang Xingyuan Sun Karthik Narasimhan 77 254 0 21 Aug 2019
Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon Yoshua Bengio Andrea Lodi Antoine Prouvost 153 1,385 0 15 Nov 2018
Constrained Policy Optimization Joshua Achiam David Held Aviv Tamar Pieter Abbeel 110 1,322 0 30 May 2017
Learning Combinatorial Optimization Algorithms over Graphs H. Dai Elias Boutros Khalil Yuyu Zhang B. Dilkina Le Song 108 1,467 0 05 Apr 2017