Learning Control Policies for Variable Objectives from Offline Data

11 August 2023

Papers citing "Learning Control Policies for Variable Objectives from Offline Data"

6 / 6 papers shown

Title
Reward Dimension Reduction for Scalable Multi-Objective Reinforcement Learning Giseung Park Y. Sung OffRL 44 0 0 28 Feb 2025
Why long model-based rollouts are no reason for bad Q-value estimates Philipp Wissmann Daniel Hein Steffen Udluft Volker Tresp OffRL LRM 18 1 0 16 Jul 2024
User-Interactive Offline Reinforcement Learning Phillip Swazinna Steffen Udluft Thomas Runkler OffRL 25 11 0 21 May 2022
COMBO: Conservative Offline Model-Based Policy Optimization Tianhe Yu Aviral Kumar Rafael Rafailov Aravind Rajeswaran Sergey Levine Chelsea Finn OffRL 219 415 0 16 Feb 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 137 6 0 01 Feb 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 340 1,960 0 04 May 2020