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Federated Reinforcement Learning for Collective Navigation of Robotic Swarms


Feb 02, 2022
Seongin Na, Tomáš Krajník, Barry Lennox, Farshad Arvin

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* 9 pages, 5 figures, submitted to IEEE Transactions on Cognitive and Developmental Systems Journal 

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Accelerated Sim-to-Real Deep Reinforcement Learning: Learning Collision Avoidance from Human Player


Feb 23, 2021
Hanlin Niu, Ze Ji, Farshad Arvin, Barry Lennox, Hujun Yin, Joaquin Carrasco

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Cooperative Pollution Source Localization and Cleanup with a Bio-inspired Swarm Robot Aggregation


Jul 22, 2019
Arash S. Amjadi, Mohsen Raoufi, Ali E. Turgut, George Broughton, Tomáš Krajník, Farshad Arvin

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* 13 pages, 6 figures, 3 tables, 27 refrences, confrence paper 

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Self-organized Collective Motion with a Simulated Real Robot Swarm


Apr 05, 2019
Mohsen Raoufi, Ali Emre Turgut, Farshad Arvin

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Omnipotent Virtual Giant for Remote Human-Swarm Interaction


Apr 01, 2019
Inmo Jang, Junyan Hu, Farshad Arvin, Joaquin Carrasco, Barry Lennox

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* Submitted to IROS2019. The full demo video is available in https://youtu.be/LOIJPFM8YRA 

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