A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement
Learning

A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning

1 January 2022

Yongzhe Chang

Bin Liang

Papers citing "A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning"

9 / 9 papers shown

Title
Genetic Drift Regularization: on preventing Actor Injection from breaking Evolution Strategies Paul Templier Emmanuel Rachelson Antoine Cully Dennis G. Wilson 26 0 0 07 May 2024
Quality with Just Enough Diversity in Evolutionary Policy Search Paul Templier Luca Grillotti Emmanuel Rachelson Dennis G. Wilson Antoine Cully 32 1 0 07 May 2024
Evolutionary Reinforcement Learning via Cooperative Coevolution Chengpeng Hu Jialin Liu Xinghu Yao 22 0 0 23 Apr 2024
Evolutionary Reinforcement Learning: A Systematic Review and Future Directions Y. Lin Fan Lin Guorong Cai Hong Chen Lixin Zou Pengcheng Wu 52 3 0 20 Feb 2024
Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms Pengyi Li Jianye Hao Hongyao Tang Xian Fu Yan Zheng Ke Tang 39 9 0 22 Jan 2024
Evolutionary Reinforcement Learning: A Survey Hui Bai Ran Cheng Yaochu Jin OffRL 45 52 0 07 Mar 2023
Enabling surrogate-assisted evolutionary reinforcement learning via policy embedding Lan Tang Xiaxi Li Jinyuan Zhang Guiying Li Peng Yang Ke Tang 18 0 0 31 Jan 2023
ERL-Re $^2$ : Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation Jianye Hao Pengyi Li Hongyao Tang Yan Zheng Xian Fu Zhaopeng Meng 26 23 0 26 Oct 2022
Making Reinforcement Learning Work on Swimmer Mael Franceschetti Coline Lacoux Ryan Ohouens Antonin Raffin Olivier Sigaud OffRL 29 7 0 16 Aug 2022