A Survey of Multi-Objective Sequential Decision-Making

4 February 2014

Papers citing "A Survey of Multi-Objective Sequential Decision-Making"

20 / 20 papers shown

Title
UC-MOA: Utility-Conditioned Multi-Objective Alignment for Distributional Pareto-Optimality Zelei Cheng Xin-Qiang Cai Yuting Tang Pushi Zhang Boming Yang Masashi Sugiyama Xinyu Xing 138 0 0 10 Mar 2025
Closing the Intent-to-Behavior Gap via Fulfillment Priority Logic B. Mabsout Abdelrahman AbdelGawad R. Mancuso 95 1 0 04 Mar 2025
On Generalization Across Environments In Multi-Objective Reinforcement Learning Jayden Teoh Pradeep Varakantham Peter Vamplew OffRL 99 1 0 02 Mar 2025
Balancing Act: Prioritization Strategies for LLM-Designed Restless Bandit Rewards Shresth Verma Niclas Boehmer Lingkai Kong Milind Tambe 128 3 0 17 Jan 2025
Pareto Set Learning for Multi-Objective Reinforcement Learning Erlong Liu Yu-Chang Wu Xiaobin Huang Chengrui Gao Ren-Jian Wang Ke Xue Chao Qian OffRL 233 2 0 12 Jan 2025
Session-Level Dynamic Ad Load Optimization using Offline Robust Reinforcement Learning Tao Liu Qi Xu Wei Shi Zhigang Hua Shuang Yang OffRL 72 0 0 09 Jan 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 75 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 109 1 0 28 Aug 2024
Scalarisation-based risk concepts for robust multi-objective optimisation Ben Tu N. Kantas Robert M. Lee B. Shafei 84 1 0 16 May 2024
Multi-objective optimisation via the R2 utilities Ben Tu N. Kantas Robert M. Lee B. Shafei 391 3 0 19 May 2023
The Pump Scheduling Problem: A Real-World Scenario for Reinforcement Learning Henrique Donancio L. Vercouter H. Roclawski AI4CE 80 1 0 20 Oct 2022
Online Planning Algorithms for POMDPs Stéphane Ross Joelle Pineau Sébastien Paquet B. Chaib-draa 103 583 0 15 Jan 2014
Approximation of Lorenz-Optimal Solutions in Multiobjective Markov Decision Processes P. Perny Paul Weng J. Goldsmith Josiah P. Hanna 55 21 0 26 Sep 2013
Incremental Pruning: A Simple, Fast, Exact Method for Partially Observable Markov Decision Processes A. Cassandra Michael L. Littman N. Zhang 103 509 0 06 Feb 2013
A Theory of Goal-Oriented MDPs with Dead Ends Andrey Kolobov Mausam Daniel S. Weld 91 93 0 16 Oct 2012
Anytime Point-Based Approximations for Large POMDPs Joelle Pineau Geoffrey J. Gordon Sebastian Thrun 104 419 0 30 Sep 2011
Risk-Sensitive Reinforcement Learning Applied to Control under Constraints Peter Geibel F. Wysotzki 84 319 0 09 Sep 2011
Perseus: Randomized Point-based Value Iteration for POMDPs M. Spaan N. Vlassis 107 768 0 09 Sep 2011
An Evolutionary Algorithm with Advanced Goal and Priority Specification for Multi-objective Optimization E. F. Khor Tong-heng Lee Ramasubramanian Sathikannan K. C. Tan 59 76 0 01 Jun 2011
Decision-Theoretic Planning: Structural Assumptions and Computational Leverage Craig Boutilier T. Dean S. Hanks 121 1,314 0 27 May 2011