Offline Multi-Objective Optimization

Offline Multi-Objective Optimization

6 June 2024

Chao Qian

Papers citing "Offline Multi-Objective Optimization"

6 / 6 papers shown

Title
Offline Model-Based Optimization by Learning to Rank Rong-Xi Tan Ke Xue Shen-Huan Lyu Haopu Shang Yao Wang Yaoyuan Wang Sheng Fu Chao Qian OffRL 75 2 0 15 Oct 2024
Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models Masatoshi Uehara Yulai Zhao Ehsan Hajiramezanali Gabriele Scalia Gökçen Eraslan Avantika Lal Sergey Levine Tommaso Biancalani 45 13 0 30 May 2024
Offline Model-Based Optimization via Policy-Guided Gradient Search Yassine Chemingui Aryan Deshwal Trong Nghia Hoang J. Doppa OffRL 29 9 0 08 May 2024
Scaling Pareto-Efficient Decision Making Via Offline Multi-Objective RL Baiting Zhu Meihua Dang Aditya Grover OffRL 31 22 0 30 Apr 2023
Multi-objective Optimization by Learning Space Partitions Yiyang Zhao Linnan Wang Kevin Kaichuang Yang Tianjun Zhang Tian Guo Yuandong Tian 19 17 0 07 Oct 2021
NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning Rongjun Qin Songyi Gao Xingyuan Zhang Zhen Xu Shengkai Huang Zewen Li Weinan Zhang Yang Yu OffRL 132 76 0 01 Feb 2021