Bridging Evolutionary Algorithms and Reinforcement Learning: A
Comprehensive Survey on Hybrid Algorithms

Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms

22 January 2024

Jianye Hao

Yan Zheng

Papers citing "Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms"

12 / 12 papers shown

Title
Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization Zeyuan Ma Hongshu Guo Yue-jiao Gong Jun Zhang Kay Chen Tan 98 2 0 01 Nov 2024
Behaviour Distillation Andrei Lupu Chris Xiaoxuan Lu Jarek Liesen R. T. Lange Jakob Foerster DD 36 4 0 21 Jun 2024
Short vs. Long-term Coordination of Drones: When Distributed Optimization Meets Deep Reinforcement Learning Chuhao Qin Evangelos Pournaras 13 1 0 16 Nov 2023
Mix-ME: Quality-Diversity for Multi-Agent Learning Gardhar Ingvarsson Mikayel Samvelyan Bryan Lim Manon Flageat Antoine Cully Tim Rocktaschel 31 2 0 03 Nov 2023
Leveraging Hyperbolic Embeddings for Coarse-to-Fine Robot Design Heng Dong Junyu Zhang Chongjie Zhang 24 2 0 01 Nov 2023
Rethinking Population-assisted Off-policy Reinforcement Learning Bowen Zheng Ran Cheng OffRL 23 9 0 04 May 2023
Evolutionary Reinforcement Learning: A Survey Hui Bai Ran Cheng Yaochu Jin OffRL 43 52 0 07 Mar 2023
EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model Yifu Yuan Jianye Hao Fei Ni Yao Mu Yan Zheng Yujing Hu Jinyi Liu Yingfeng Chen Changjie Fan 58 12 0 02 Oct 2022
Cooperation and Competition: Flocking with Evolutionary Multi-Agent Reinforcement Learning Yunxiao Guo Xinjia Xie Runhao Zhao Chenglan Zhu Jiangting Yin Han Long 21 2 0 10 Sep 2022
The Primacy Bias in Deep Reinforcement Learning Evgenii Nikishin Max Schwarzer P. DÓro Pierre-Luc Bacon Aaron C. Courville OnRL 85 178 0 16 May 2022
Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey Amjad Yousef Majid Serge Saaybi Tomas van Rietbergen Vincent François-Lavet R. V. Prasad Chris Verhoeven OffRL 52 52 0 28 Sep 2021
Controlling Overestimation Bias with Truncated Mixture of Continuous Distributional Quantile Critics Arsenii Kuznetsov Pavel Shvechikov Alexander Grishin Dmitry Vetrov 129 184 0 08 May 2020