Approximation of Lorenz-Optimal Solutions in Multiobjective Markov Decision Processes

26 September 2013

Papers citing "Approximation of Lorenz-Optimal Solutions in Multiobjective Markov Decision Processes"

8 / 8 papers shown

Title
Scalable Multi-Objective Reinforcement Learning with Fairness Guarantees using Lorenz Dominance Dimitris Michailidis Willem Röpke D. Roijers Sennay Ghebreab Fernando P. Santos 114 0 0 27 Nov 2024
Multi-Objective Optimization Using Adaptive Distributed Reinforcement Learning Jing Tan R. Khalili Holger Karl 75 1 0 13 Mar 2024
A Practical Guide to Multi-Objective Reinforcement Learning and Planning Conor F. Hayes Roxana Ruadulescu Eugenio Bargiacchi Johan Källström Matthew Macfarlane ... Ann Nowé Gabriel de Oliveira Ramos Marcello Restelli Peter Vamplew D. Roijers OffRL 91 343 0 17 Mar 2021
Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted Rewards Umer Siddique Paul Weng Matthieu Zimmer FaML OffRL 65 88 0 18 Aug 2020
Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey Roxana Rădulescu Patrick Mannion D. Roijers A. Nowé 96 146 0 06 Sep 2019
Fairness in Reinforcement Learning Paul Weng FaML OffRL 28 0 0 24 Jul 2019
From Preference-Based to Multiobjective Sequential Decision-Making Paul Weng 26 1 0 03 Jan 2017
A Survey of Multi-Objective Sequential Decision-Making D. Roijers Peter Vamplew Shimon Whiteson Richard Dazeley 87 659 0 04 Feb 2014