Ensemble Reinforcement Learning: A Survey

Ensemble Reinforcement Learning: A Survey

5 March 2023

Yanjie Song

Ponnuthurai Nagaratnam Suganthan

Witold Pedrycz

Papers citing "Ensemble Reinforcement Learning: A Survey"

6 / 6 papers shown

Title
Fusion-PSRO: Nash Policy Fusion for Policy Space Response Oracles Jiesong Lian Yucong Huang Chengdong Ma Mingzhi Wang Ying Wen Long Hu Yixue Hao 57 0 0 31 May 2024
Online Weighted Q-Ensembles for Reduced Hyperparameter Tuning in Reinforcement Learning R. G. Oliveira W. Caarls OffRL 8 0 0 29 Sep 2022
POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning Frederik Schubert C. Benjamins Sebastian Dohler Bodo Rosenhahn Marius Lindauer SSL OffRL 54 4 0 23 May 2022
Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble Zhengyu Yang Kan Ren Xufang Luo Minghuan Liu Weiqing Liu Jiang Bian Weinan Zhang Dongsheng Li 25 19 0 19 May 2022
Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble Gaon An Seungyong Moon Jang-Hyun Kim Hyun Oh Song OffRL 97 262 0 04 Oct 2021
Deep Reinforcement Learning for the Control of Robotic Manipulation: A Focussed Mini-Review Rongrong Liu F. Nageotte P. Zanne M. de Mathelin Birgitta Dresp 40 144 0 08 Feb 2021