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Small unmanned aircraft can help firefighters combat wildfires by providing real-time surveillance of the growing fires.
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Sebastian Thrun, Wolfram Burgard and Dieter Fox · 2005
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“A decentralised particle filtering algorithm for multi-target tracking across multiple flight vehicles”
Lee-Ling Ong et al · 2006
Cited alongside, same era.
“Predicting wildfires”
Patricia Andrews, Mark Finney and Mark Fischetti · 2007
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“Robust tracking-by-detection using a detector confidence particle filter”
Michael Breitenstein et al · 2009
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“Matrix Operations”
Thomas Cormen, Charles Leiserson, Ronald Rivest and Clifford Stein · 2009
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“Unmanned aircraft systems in remote sensing and scientific research: Classification and considerations of use”
Adam Watts, Vincent Ambrosia and Everett Hinkley · 2012
Cited alongside, same era.
“An unmanned aircraft system for automatic forest fire monitoring and measurement”
Luis Merino et al · 2012
“Selection of appropriate class UAS/sensors to support fire monitoring: experiences in the United States”
Vincent Ambrosia and Thomas Zajkowski · 2015
Later among the works it cites.
“UAV-based forest fire detection and tracking using image processing techniques”
Chi Yuan, Zhixiang Liu and Youmin Zhang · 2015
Later among the works it cites.
“Human-level control through deep reinforcement learning”
Volodymyr Mnih et al · 2015
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“Mastering the game of Go with deep neural networks and tree search”
David Silver et al · 2016
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“Adapt to more wildfire in western North American forests as climate changes”
Tania Schoennagel et al · 2017
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“A comparison of Monte Carlo tree search and rolling horizon optimization for large-scale dynamic resource allocation problems”
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Cited alongside, same era.
“On-road multivehicle tracking using deformable object model and particle filter with improved likelihood estimation”
Hossein Niknejad, Akihiro Takeuchi, Seiichi Mita and David McAllester · 2012
Cited alongside, same era.
“Wildfire management: Federal funding and related statistics”
Katie Hoover and Kelsi Bracmort · 2015
Cited alongside, same era.
“Federal Firefighting Costs (Supression Only)”
Interagency Fire Center
Cited in the paper.
Dimitris Bertsimas et al · 2017
Later among the works it cites.
“Autonomous Distributed Wildfire Surveillance using Deep Reinforcement Learning”
Kyle Julian and Mykel Kochenderfer · 2018
Closest in time.