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Scaling Pareto-Efficient Decision Making Via Offline Multi-Objective RL

Scaling Pareto-Efficient Decision Making Via Offline Multi-Objective RL

International Conference on Learning Representations (ICLR), 2023

30 April 2023

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Papers citing "Scaling Pareto-Efficient Decision Making Via Offline Multi-Objective RL"

17 / 17 papers shown

Title
Agile Tradespace Exploration for Space Rendezvous Mission Design via Transformers Yuji Takubo Daniele Gammelli Marco Pavone Simone DÁmico 77 1 0 03 Oct 2025
OrthAlign: Orthogonal Subspace Decomposition for Non-Interfering Multi-Objective Alignment Guanbin Li Zhihao Xu Junhao Dong Jian Zhao Yuchen Yuan ... Zhengtao Yao Huahui Yi Dongrui Liu Xinfeng Li Kun Wang 216 1 0 29 Sep 2025
Game-Theoretic Understandings of Multi-Agent Systems with Multiple Objectives Yue Wang 88 0 0 27 Sep 2025
Multi-Policy Pareto Front Tracking Based Online and Offline Multi-Objective Reinforcement Learning Zeyu Zhao Yueling Che Kaichen Liu Jian Li Junmei Yao OffRL 91 0 0 04 Aug 2025
Interpretability by Design for Efficient Multi-Objective Reinforcement Learning Qiyue Xia J. Michael Herrmann 211 0 0 04 Jun 2025
Reward Generation via Large Vision-Language Model in Offline Reinforcement LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Younghwan Lee Tung M. Luu Donghoon Lee Chang D. Yoo 3DV VLM OffRL 262 1 0 03 Apr 2025
Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond Weiyu Chen Xiaoyuan Zhang Xiaoyuan Zhang Xi Lin Han Zhao Gang Qu James T. Kwok 396 17 0 19 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 200 3 0 03 Oct 2024
An Offline Adaptation Framework for Constrained Multi-Objective Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2024 Qian Lin Zongkai Liu Danying Mo Chao Yu OffRL 287 1 0 16 Sep 2024
MODULI: Unlocking Preference Generalization via Diffusion Models for Offline Multi-Objective Reinforcement Learning Yifu Yuan Zhenrui Zheng Zibin Dong Jianye Hao OffRL 305 4 0 28 Aug 2024
Pareto Inverse Reinforcement Learning for Diverse Expert Policy GenerationInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Woo Kyung Kim Minjong Yoo Honguk Woo OffRL 165 0 0 22 Aug 2024
Partial Rankings of Optimizers Julian Rodemann Hannah Blocher 134 5 0 26 Feb 2024
Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback Yifu Yuan Jianye Hao Yi-An Ma Zibin Dong Hebin Liang Jinyi Liu Zhixin Feng Kai-Wen Zhao Yan Zheng OffRL ALM 279 19 0 04 Feb 2024
Pessimistic Off-Policy Multi-Objective OptimizationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 S. Alizadeh Aniruddha Bhargava Karthick Gopalswamy Lalit P. Jain Branislav Kveton Ge Liu OffRL 160 2 0 28 Oct 2023
Semi-Offline Reinforcement Learning for Optimized Text GenerationInternational Conference on Machine Learning (ICML), 2023 Changyu Chen Xiting Wang Yiqiao Jin Victor Ye Dong Li Dong Jie Cao Yi Liu Rui Yan OffRL 183 17 0 16 Jun 2023
A Survey on Transformers in Reinforcement Learning Wenzhe Li Hao Luo Zichuan Lin Chongjie Zhang Zongqing Lu Deheng Ye OffRL MU AI4CE 471 68 0 08 Jan 2023
Generative Pretraining for Black-Box OptimizationInternational Conference on Machine Learning (ICML), 2022 S. Krishnamoorthy Satvik Mashkaria Aditya Grover OffRL AI4CE 442 36 0 22 Jun 2022