UCB-driven Utility Function Search for Multi-objective Reinforcement Learning

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UCB-driven Utility Function Search for Multi-objective Reinforcement Learning

1 May 2024

Alexandros Agapitos

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Papers citing "UCB-driven Utility Function Search for Multi-objective Reinforcement Learning"

17 / 17 papers shown

Title
Multi-Objective Reinforcement Learning Based on Decomposition: A Taxonomy and Framework Florian Felten El-Ghazali Talbi Grégoire Danoy 42 15 0 21 Nov 2023
Evolutionary Reinforcement Learning: A Survey Hui Bai Ran Cheng Yaochu Jin OffRL 95 53 0 07 Mar 2023
Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization L. N. Alegre A. Bazzan D. Roijers Ann Nowé Bruno C. da Silva 56 30 0 18 Jan 2023
PD-MORL: Preference-Driven Multi-Objective Reinforcement Learning Algorithm T. Basaklar S. Gumussoy Ümit Y. Ogras 48 41 0 16 Aug 2022
Coverage and Capacity Optimization in STAR-RISs Assisted Networks: A Machine Learning Approach Xinyu Gao Wenqiang Yi David Lynch Hao Wang Yuanwei Liu 16 4 0 13 Apr 2022
A Survey of Uncertainty in Deep Neural Networks J. Gawlikowski Cedrique Rovile Njieutcheu Tassi Mohsin Ali Jongseo Lee Matthias Humt ... R. Roscher Muhammad Shahzad Wen Yang R. Bamler Xiaoxiang Zhu BDL UQCV OOD 231 1,155 0 07 Jul 2021
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 78 338 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 49 87 0 18 Aug 2020
Reward-Conditioned Policies Aviral Kumar Xue Bin Peng Sergey Levine 65 96 0 31 Dec 2019
A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation Runzhe Yang Xingyuan Sun Karthik Narasimhan 79 256 0 21 Aug 2019
Deep Reinforcement Learning for Multi-objective Optimization Kaiwen Li Tao Zhang Rui Wang AI4CE 61 272 0 06 Jun 2019
Meta-Learning for Multi-objective Reinforcement Learning Xi Chen Ali Ghadirzadeh Mårten Björkman Pablo G. Cámara OffRL 61 55 0 08 Nov 2018
Dynamic Weights in Multi-Objective Deep Reinforcement Learning Axel Abels D. Roijers Tom Lenaerts A. Nowé Denis Steckelmacher OffRL 67 163 0 20 Sep 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 535 19,265 0 20 Jul 2017
Multi-Objective Deep Reinforcement Learning Hossam Mossalam Yannis Assael D. Roijers Shimon Whiteson 69 154 0 09 Oct 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
A Survey of Multi-Objective Sequential Decision-Making D. Roijers Peter Vamplew Shimon Whiteson Richard Dazeley 84 656 0 04 Feb 2014

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