Reinforcement Learning for Active Matter

Reinforcement Learning for Active Matter

30 March 2025

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Papers citing "Reinforcement Learning for Active Matter"

12 / 12 papers shown

Title
Machine Learning Analysis of Anomalous Diffusion Wenjie Cai Yi Hu X. Qu Hui Zhao Gongyi Wang Jing Li Zihan Huang 112 1 0 02 Dec 2024
Counterfactual rewards promote collective transport using individually controlled swarm microrobots Veit-Lorenz Heuthe Emanuele Panizon Hongri Gu Clemens Bechinger 20 11 0 29 Jul 2024
Optimal foraging strategies can be learned Gorka Muñoz-Gil Andrea López-Incera Lukas J. Fiderer Hans J. Briegel 34 6 0 10 Mar 2023
Optimal active particle navigation meets machine learning Mahdi Nasiri H. Löwen B. Liebchen 36 21 0 09 Mar 2023
A Deep Reinforcement Learning Environment for Particle Robot Navigation and Object Manipulation Jeremy Shen Erdong Xiao Yuchen Liu Chen Feng 53 7 0 12 Mar 2022
Combining imitation and deep reinforcement learning to accomplish human-level performance on a virtual foraging task Vittorio Giammarino Matthew F. Dunne Kylie N. Moore Michael Hasselmo Chantal E. Stern I. Paschalidis OffRL 66 5 0 11 Mar 2022
A Comprehensive Review of Shepherding as a Bio-inspired Swarm-Robotics Guidance Approach N. Long Karl Sammut D. Sgarioto Matthew A. Garratt H. Abbass 22 85 0 17 Dec 2019
Machine learning strategies for path-planning microswimmers in turbulent flows Jaya Kumar Alageshan A. Verma Jin Tang Bin Luo 61 50 0 03 Oct 2019
Efficient collective swimming by harnessing vortices through deep reinforcement learning S. Verma G. Novati Petros Koumoutsakos 58 365 0 07 Feb 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 517 19,065 0 20 Jul 2017
Flow Navigation by Smart Microswimmers via Reinforcement Learning S. Colabrese K. Gustavsson A. Celani Luca Biferale 58 157 0 30 Jan 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 175 1,539 0 25 Jan 2017