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

18 January 2023

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

8 / 8 papers shown

Title
Multi-Objective Reinforcement Learning for Water Management Zuzanna Osika Roxana Radelescu J. Z. Salazar F. Oliehoek P. Murukannaiah OffRL 31 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 31 0 0 01 May 2025
Closing the Intent-to-Behavior Gap via Fulfillment Priority Logic B. Mabsout Abdelrahman AbdelGawad R. Mancuso 48 1 0 04 Mar 2025
On Generalization Across Environments In Multi-Objective Reinforcement Learning Jayden Teoh Pradeep Varakantham Peter Vamplew OffRL 47 1 0 02 Mar 2025
Navigating Trade-offs: Policy Summarization for Multi-Objective Reinforcement Learning Zuzanna Osika J. Z. Salazar F. Oliehoek P. Murukannaiah OffRL 40 1 0 07 Nov 2024
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 48 1 0 03 Oct 2024
UCB-driven Utility Function Search for Multi-objective Reinforcement Learning Yucheng Shi Alexandros Agapitos David Lynch Giorgio Cruciata Cengis Hasan Hao Wang Yayu Yao Aleksandar Milenovic 44 0 0 01 May 2024
Promptable Behaviors: Personalizing Multi-Objective Rewards from Human Preferences Minyoung Hwang Luca Weihs Chanwoo Park Kimin Lee Aniruddha Kembhavi Kiana Ehsani 40 18 0 14 Dec 2023