Mark Presten

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Mark Presten

Mark Presten

@mark_presten_

Masters Student at UC Berkeley

Katılım Eylül 2021
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Mark Presten
Mark Presten@mark_presten_·
AG was supported in part by @NSF, @USDA, developed by @AUTOLab_Cal w/ @mark_presten_, @yahavigal, MarkTheis, SatvikSharma, @rishiparikh03, ShreyAeron, SandeepMukherjee, SebastianOehme, @funmilore, WalterTeitelbaum, VarunKamat & @Ken_Goldberg. ArXiv: twitter.com/arxiv_daily/st… (9/9)
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arXiv Daily@Arxiv_Daily

AlphaGarden: Learning to Autonomously Tend a Polyculture Garden deepai.org/publication/al… by Mark Presten et al. including @ken_goldberg #NeuralNetwork #ArtificialIntelligence

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Mark Presten
Mark Presten@mark_presten_·
For four 60-day real garden cycles, planning and decisions were autonomous, minor human supervision corrected spatial servo errors. Results suggest AlphaGarden can achieve 96% normalized diversity w/ Pruning Shears and an avg canopy coverage of 86%. (8/9)
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Mark Presten
Mark Presten@mark_presten_·
What’s the future of food? Polyculture farming is more sustainable than monoculture, but requires more labor. Could robots help? New results w/ AlphaGarden using “Real2Sim2Real” learning from @AUTOLab_Cal @UCBerkeley. Data, paper, and presentation: sites.google.com/berkeley.edu/a… (1/9)
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