Chelsea Finn

Chelsea Finn
Rayuwa
Haihuwa	Tarayyar Amurka, 8 Oktoba 1992 (34 shekaru)
Karatu
Makaranta	University of California, Berkeley (mul) 2018) Ph.D. (mul) : computer science (en) Massachusetts Institute of Technology (en) 2014) Digiri
Thesis director	Pieter Abbeel (en) Sergey Levine (en)
Harsuna	Turanci
Sana'a
Sana'a	artificial intelligence researcher (en) , Farfesa da computer scientist (en)
Employers	Jami'ar Stanford
Mamba	European Laboratory for Learning and Intelligent Systems (en) Stanford Artificial Intelligence Laboratory (en)
people.eecs.berkeley.edu…, ai.stanford.edu… da profiles.stanford.edu…

Chelsea Finn (an haife ta a shekara ta 1992 or 1993 ^[1]) masanin kimiyyar kwamfuta ne na Amurka kuma mataimakin farfesa a Jami'ar Stanford . Binciken ta yana bincika hankali ta hanyar hulɗar robots, tare da fatan ƙirƙirar tsarin robot wanda zai iya koyon yadda za a koyi. Ta taba aiki ga Google kuma a halin yanzu ita ce co-kafa kamfanin Physical Intelligence .

Finn dalibi ne na digiri na farko a fannin injiniyan lantarki da kimiyyar kwamfuta a Cibiyar Fasaha ta Massachusetts . Daga nan sai ta koma Jami'ar California, Berkeley, inda ta sami Ph.D. a 2018 a karkashin Pieter Abbeel da Sergey Levine. Ayyukanta a cikin Berkeley Artificial Intelligence Lab (BAIR) ya mayar da hankali kan algorithms na gradient.^[2] Irin waɗannan algorithms suna ba da damar injuna su 'koyi koyo', mafi kama da ilmantarwa na ɗan adam fiye da tsarin ilmantarwa ya gargajiya.^[3][4] Wadannan dabarun "meta-learning" suna horar da injuna don daidaitawa da sauri, kamar yadda idan suka haɗu da sababbin abubuwan zasu iya koyo da sauri. A matsayinta na dalibi na digiri ta yi aiki a matsayin mai ba da horo a Google Brain, inda ta yi aiki akan algorithms na ilmantarwa na robot daga samfuran tsinkaye masu zurfi. Ta gabatar da babban darasi a kan layi kan zurfin ilmantarwa.^[5][6] Ita ce mace ta farko da ta lashe lambar yabo ta C.V. & Daulat Ramamoorthy Distinguished Research Award.^[7]

Finn yayi bincike kan iyawar robots don bunkasa hankali ta hanyar ilmantarwa da hulɗa.^[8] Ta yi amfani da algorithms na ilmantarwa mai zurfi don a lokaci guda koyon fahimta ta gani da sarrafa ƙwarewar robot.

Ta haɓaka hanyoyin meta-learning don horar da cibiyoyin sadarwa na jijiyoyi don ɗaukar lambar ɗalibai da fitar da ra'ayoyi masu amfani. Ta nuna cewa tsarin zai iya daidaitawa da sauri ba tare da shigarwa mai yawa daga malami ba.^[9] Ta gwada shirin a kan Code in Place, darasi na dalibai 12,000 da Jami'ar Stanford ke bayarwa a kowace shekara. Ta gano cewa kashi 97.9% na lokacin da dalibai suka amince da ra'ayoyin da aka bayar.^[9]

1. ↑ Bourzac, Katherine (June 27, 2018). "Pioneers: Chelsea Finn". MIT Technology Review. Retrieved June 26, 2025.
2. ↑ Bourzac, Katherine (June 27, 2018). "Pioneers: Chelsea Finn". MIT Technology Review. Retrieved June 26, 2025.
3. ↑ Knight, Will. "Inside the Billion-Dollar Startup Bringing AI Into the Physical World". Wired (in Turanci). ISSN 1059-1028. Retrieved 2025-12-21.
4. ↑ Natarajan, Nikhila. "Chelsea Finn is teaching Brett the Robot how the world works". ORF (in Turanci). Retrieved 2022-05-20.
5. ↑ "CS 294 Deep Reinforcement Learning, Fall 2017". rail.eecs.berkeley.edu. Retrieved 2022-05-20.
6. ↑ Kurenkov, Andrey (2021-10-14). "Chelsea Finn on Meta Learning & Model Based Reinforcement Learning". The Gradient. Retrieved 2022-05-20.
7. ↑ "Student Award: C.V. & Daulat Ramamoorthy Distinguished Research Award | EECS at UC Berkeley". www2.eecs.berkeley.edu. Retrieved 2022-05-20.
8. ↑ Bourzac, Katherine (June 27, 2018). "Pioneers: Chelsea Finn". MIT Technology Review. Retrieved June 26, 2025.
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