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Evolutionary Reinforcement Learning: A Survey

Intelligent Computing (IC), 2023

7 March 2023

Ran Cheng

Papers citing "Evolutionary Reinforcement Learning: A Survey"

25 / 25 papers shown

Title
A Denoising Diffusion-Based Evolutionary Algorithm Framework: Application to the Maximum Independent Set Problem Joan Salvà Soler Günther R. Raidl DiffM 76 0 0 08 Oct 2025
DyBBT: Dynamic Balance via Bandit inspired Targeting for Dialog Policy with Cognitive Dual-Systems Shuyu Zhang Yifan Wei Jialuo Yuan X. Wang Yanmin Zhu Bin Li OffRL 120 0 0 24 Sep 2025
Robust Dynamic Material Handling via Adaptive Constrained Evolutionary Reinforcement LearningIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025 Chengpeng Hu Ziming Wang Bo Yuan Jialin Liu Chengqi Zhang Xin Yao 166 0 0 20 Jun 2025
PB $^2$ : Preference Space Exploration via Population-Based Methods in Preference-Based Reinforcement Learning Brahim Driss Alex Davey Riad Akrour 184 0 0 16 Jun 2025
Unlearning Works Better Than You Think: Local Reinforcement-Based Selection of Auxiliary ObjectivesAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2025 Abderrahim Bendahi Adrien Fradin Matthieu Lerasle 258 0 0 19 Apr 2025
Near-Driven Autonomous Rover Navigation in Complex Environments: Extensions to Urban Search-and-Rescue and Industrial Inspection Dhadkan Shrestha Lincoln Bhattarai 209 1 0 11 Apr 2025
Bridging Evolutionary Multiobjective Optimization and GPU Acceleration via TensorizationIEEE Transactions on Evolutionary Computation (IEEE Trans. Evol. Comput.), 2025 Zhenyu Liang Hao Li Naiwei Yu Kebin Sun Ran Cheng 419 3 0 26 Mar 2025
MetaDE: Evolving Differential Evolution by Differential EvolutionIEEE Transactions on Evolutionary Computation (IEEE Trans. Evol. Comput.), 2025 Minyang Chen Chenchen Feng and Ran Cheng 306 13 0 13 Feb 2025
Evolutionary Multi-agent Reinforcement Learning in Group Social DilemmasChaos (Chaos), 2024 Brian Mintz Feng Fu 296 6 0 01 Nov 2024
World Models with Hints of Large Language Models for Goal Achieving Zeyuan Liu Ziyu Huan Xiyao Wang Jiafei Lyu Jian Tao Xiu Li Furong Huang Huazhe Xu LM&Ro LRM AI4CE 247 5 0 11 Jun 2024
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects Javier Poyatos Javier Del Ser Salvador Garcia H. Ishibuchi Daniel Molina I. Triguero Bing Xue Xin Yao Francisco Herrera 300 3 0 03 Jun 2024
Automating Creativity Ming-Hui Huang R. Rust 166 0 0 11 May 2024
UCB-driven Utility Function Search for Multi-objective Reinforcement Learning Yucheng Shi David Lynch Alexandros Agapitos 316 0 0 01 May 2024
Evolutionary Reinforcement Learning via Cooperative Coevolution Chengpeng Hu Jialin Liu Xinghu Yao 207 1 0 23 Apr 2024
Generalized Population-Based Training for Hyperparameter Optimization in Reinforcement Learning Hui Bai Ran Cheng 263 11 0 12 Apr 2024
Evolutionary Reinforcement Learning: A Systematic Review and Future Directions Y. Lin Fan Lin Guorong Cai Hong Chen Lixin Zou Pengcheng Wu 186 8 0 20 Feb 2024
The Physics of Learning: From Autoencoders to Truly Autonomous Learning Machines Alex Ushveridze SSL AI4CE 163 0 0 12 Feb 2024
The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models M. Pternea Prerna Singh Abir Chakraborty Y. Oruganti M. Milletarí Sayli Bapat Kebei Jiang OffRL 206 23 0 02 Feb 2024
Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid AlgorithmsIEEE Transactions on Evolutionary Computation (IEEE Trans. Evol. Comput.), 2024 Pengyi Li Jianye Hao Hongyao Tang Xian Fu Yan Zheng Ke Tang 283 42 0 22 Jan 2024
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 317 89 0 20 Nov 2023
Evolutionary algorithms as an alternative to backpropagation for supervised training of Biophysical Neural Networks and Neural ODEs James Hazelden Yuhan Helena Liu Eli Shlizerman E. Shea-Brown 323 6 0 17 Nov 2023
Model-assisted Reinforcement Learning of a Quadrotor Arshad Javeed 229 1 0 12 Nov 2023
Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research OpportunitiesSwarm and Evolutionary Computation (Swarm Evol Comput), 2023 Yanjie Song Yutong Wu Yangyang Guo Ran Yan Suganthan Yue Zhang Witold Pedrycz Swagatam Das R. Mallipeddi Solomon Ajani 255 76 0 25 Aug 2023
Reducing Idleness in Financial Cloud Services via Multi-objective Evolutionary Reinforcement Learning based Load BalancerScience China Information Sciences (Sci China Inf Sci), 2023 Peng Yang Laoming Zhang Haifeng Liu Guiying Li 140 45 0 05 May 2023
EvoX: A Distributed GPU-accelerated Framework for Scalable Evolutionary ComputationIEEE Transactions on Evolutionary Computation (IEEE TEVC), 2023 Beichen Huang Ran Cheng Zhuozhao Li Yaochu Jin Kay Chen Tan 548 36 0 29 Jan 2023