Sample-Efficient Multi-Objective Learning via Generalized Policy
Improvement Prioritization

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Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization

18 January 2023

Bruno C. da Silva

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Papers citing "Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization"

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Title
Interpretability by Design for Efficient Multi-Objective Reinforcement Learning Qiyue Xia J. Michael Herrmann 60 0 0 04 Jun 2025
Multi-Objective Reinforcement Learning for Water Management Zuzanna Osika Roxana Radelescu J. Z. Salazar F. Oliehoek P. Murukannaiah OffRL 107 0 0 02 May 2025
Constructing an Optimal Behavior Basis for the Option Keyboard L. N. Alegre A. Bazzan André Barreto Bruno C. da Silva 53 0 0 01 May 2025
Closing the Intent-to-Behavior Gap via Fulfillment Priority Logic B. Mabsout Abdelrahman AbdelGawad R. Mancuso 124 1 0 04 Mar 2025
On Generalization Across Environments In Multi-Objective Reinforcement Learning Jayden Teoh Pradeep Varakantham Peter Vamplew OffRL 114 1 0 02 Mar 2025
Navigating the Social Welfare Frontier: Portfolios for Multi-objective Reinforcement Learning Cheol Woo Kim Jai Moondra Shresth Verma Madeleine Pollack Lingkai Kong Milind Tambe Swati Gupta 58 1 0 17 Feb 2025
C-MORL: Multi-Objective Reinforcement Learning through Efficient Discovery of Pareto Front Ruohong Liu Yuxin Pan Linjie Xu Lei Song Jiang Bian Pengcheng You Yize Chen 99 2 0 03 Oct 2024
MODULI: Unlocking Preference Generalization via Diffusion Models for Offline Multi-Objective Reinforcement Learning Yifu Yuan Zhenrui Zheng Zibin Dong Jianye Hao OffRL 132 1 0 28 Aug 2024
Deep Multi-Objective Reinforcement Learning for Utility-Based Infrastructural Maintenance Optimization Jesse van Remmerden Maurice Kenter D. Roijers Charalampos Andriotis Yingqian Zhang Zaharah Bukhsh 52 1 0 10 Jun 2024
UCB-driven Utility Function Search for Multi-objective Reinforcement Learning Yucheng Shi David Lynch Alexandros Agapitos 83 0 0 01 May 2024