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"

8 / 8 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 65 0 0 31 May 2024
Dataset Clustering for Improved Offline Policy Learning Qiang Wang Yixin Deng Francisco Roldan Sanchez Keru Wang Kevin McGuinness Noel E. O'Connor Stephen J. Redmond OffRL 29 2 0 14 Feb 2024
Policy Optimization via Adv2: Adversarial Learning on Advantage Functions Matthieu Jonckheere Chiara Mignacco Gilles Stoltz 33 2 0 25 Oct 2023
Online Weighted Q-Ensembles for Reduced Hyperparameter Tuning in Reinforcement Learning R. G. Oliveira W. Caarls OffRL 21 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 62 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 33 20 0 19 May 2022
Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble Gaon An Seungyong Moon Jang-Hyun Kim Hyun Oh Song OffRL 105 262 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 48 143 0 08 Feb 2021