InoteveraGaidhi rinotevera
Offline Reinforcement Kudzidza
Tekinoroji
Nhungamiro yehunyanzvi
Kutevedzera Kudzidza
Kutevedzera kudzidza kunodzidzisa AI kuita basa nekukopa zviratidziro zvenyanzvi pane kudzidza kubva mukuyedza-uye-kukanganisa mibairo.
Teerera kugwaro iriAI-yakarondedzerwa · ~2 min
Pa peji ino2 min verenga
Pfupiso
Izvo zvine basa nekuti kune akawanda mabasa chaiwo - kutyaira, kuvhiyiwa, kunyengedza - zviri nyore kwazvo kuratidza maitiro akanaka pane kunyora mubairo basa.
Kudzika Kwakadzika
Kudzidzira kutevedzera kunodzidzisa mutemo kubva mumienzaniso yakarekodhwa yenyanzvi inoshanda munzvimbo, kazhinji peya dzekutarisa uye zviito zvakatorwa nenyanzvi. Chimiro chakareruka, hunhu hwekuita cloning, chinobata izvi sekudzidza kwakatariswa kwakajeka: kufanotaura chiito chenyanzvi chakapihwa nyika. Zvinofadza kana mibairo yakaoma kutsanangura asi kuratidzira kuri kuwanda, semumotokari dzinozvityaira dzakadzidziswa matanda ekudhiraivha kana marobhoti anodzidziswa neteleoperation. Iko kusasimba kwechinyakare ndiko kuchinja kwekugovera, kana kukanganisa kukanganisa: zvikanganiso zvidiki zvekufembera zvinosundira mumiririri mumatunhu asina kumboshanyirwa nenyanzvi, kwaasina gwara uye anodonha achienda kure. Nzira dzakaita seDAgger inogadzirisa izvi nekudzokorodza kubvunza nyanzvi pamatunhu anonyatsosvika mudzidzi.
Kuitwa muNyika yeChokwadi
Kutyaira mota yekuona-ku-kutungamira modhi dzakadzidziswa pakutyaira kwevanhu
Maoko eRobhoti achidzidzira kupeta mbichana kana kurongedza zvinhu kubva kuratidziro dzinofambiswa nefoni
Vamiririri vemitambo-yekutamba vakavharwa kubva kurekodhwa replays dzevanhu vasati vanyatsogadzirisa neRL
Marobhoti ekuvhiya uye anobatsira ekudzidzira mafambiro kubva kunyanzvi dzekuratidzira
Ramangwana Rokutevedzera Kudzidza
Kutevedzera kudzidza kwakakosha mukukwira kwemarobhoti hwaro modhi, uko mutemo mumwechete unodzidziswa pane yakakura-yakawanda-task teleoperation datasets uye yakanyatso kurongedzerwa kune hunyanzvi hutsva. Tarisira kusangana kwakasimba nemutauro uye kuona kuitira kuti marobhoti atevedzere kubva kumavhidhiyo kana mirairo, pamwe nemahybrids ayo bootstrap ine cloning obva akwenenzvera kuburikidza nekusimbisa kudzidza. Kuyera kuunganidzwa kwekuratidzira zvakachipa, kuburikidza nekuenzanisa uye yakawandisa data yekutamba kwevanhu, inoramba iri kiyi yebhodhoro uye inoshanda muganho.
Kuzvishandisa
Nei zvichikosha
- Mutengo uye bhajeti. Zvisarudzo zvezvivakwa zvinotyaira kuita uye mutengo wekushandisa kwemakore.
- Sarudzo dzakajeka. Dzidzo yehunyanzvi inobatsira zvikwata kusarudza murwi wakakodzera, kwete iwo mutsva chete.
- Kudzora kwemhando yepamusoro. Sarudzo dzeinjiniya dziri nani dzinoderedza zviitiko zvekuvimbika mukugadzira.
Chenjera
- Kugadzirisa imwe bhenji kunogona kuvanza yakafara system kushaya simba.
- Infrastructure uye mari yekugadzirisa inowanzotarisirwa pasi.
- Chengetedzo uye kucherechedzwa mapundu anogona kukura sezvo masisitimu anowedzera kuoma.
Matanho anotevera
- Tsanangura latency, mhando, uye mutengo zvinangwa usati waitwa.
- Benchmark pasi pechokwadi mutoro uye data mamiriro.
- Chishandiso chekutarisa zvikanganiso, kudonha, uye mushandisi maitiro.
- Gadzirira nzira dzekudzosera kumashure uye dzezviitiko usati wawedzera.
Ramba Uchiongorora
Tsamba yemahara
Tora iyo yemazuva ese AI pfupiso
Nhatu dzakasimbiswa dzeAI nyaya mangwanani ega ega pakati pevhiki, dzakanyorwa neChirungu chakajeka. Yemahara zvachose, hapana ads.
Imwe email zuva rega rega revhiki. Bvisa kunyoresa kamwe chete. Hatimbotengese kana kugovera kero yako.
Zviedze iwe pachako
Take the Imitation Learning quiz
Mhinduro yepakarepo pamhinduro yega yega, uye chitupa chinogovaniswa chine ID inobatika kana wapedza kosi.
Tsigira dzidzo yemahara yeAI. AI Understanding ndeye 501(c)(3) isingabatsiri - hapana ads, hapana paywall, zvachose. Ita chipo
Mibvunzo inowanzo bvunzwa
Chii chinonzi Kutevedzera Kudzidza?
Kutevedzera kudzidza kunodzidzisa AI kuita basa nekukopa zviratidziro zvenyanzvi pane kudzidza kubva mukuyedza-uye-kukanganisa mibairo. Izvo zvine basa nekuti kune akawanda mabasa chaiwo - kutyaira, kuvhiyiwa, kunyengedza - zviri nyore kwazvo kuratidza maitiro akanaka pane kunyora mubairo basa.
Mukudzidza kwekutevedzera, mumiririri anowana sei maitiro ayo?
Kudzidzira kutevedzera kunodzidzisa mumiririri kuburitsa hunhu hunoratidzwa muzviratidzo zvehunyanzvi pane kuwana maitiro kuburikidza nemubairo unotungamirwa muyedzo uye kukanganisa.
Behavioral cloning mafuremu ekutevedzera kudzidza serudzii rwedambudziko?
Behavioral cloning inobata zviratidziro se data rakanyorwa uye inodzidza kufanotaura chiito chenyanzvi kune imwe neimwe inocherechedzwa nyika, sezvakangoita seanotariswa kudzidza.
Idambudziko ripi rinokonzeresa kuti hunhu hwekuita cloning hukundikane pamusoro pekutevedzana kwechiito kwenguva refu?
Zvikanganiso zvidiki zvechiito zvinosundira mumiririri munyika iyo nyanzvi haina kumbobvira yaratidza; pasina nhungamiro ipapo, zvikanganiso zvinoungana uye mumiririri anodonha achienderera mberi kubva munzira yenyanzvi.
Iyo DAgger algorithm inogadzirisa sei kushaya simba uku?
DAgger inoburitsa mutemo wazvino, ine nyanzvi inonyora nyika dzichangoshanyirwa, uye inodzokorora pane yakaunganidzwa dataset kuitira kuti data yekudzidzisa ienderane nekugoverwa kwenyika kwemudzidzi.
Sei kudzidza kutevedzera kuchiwanzo kufarirwa pane kusimbisa kudzidza kwemabasa akaita sekutyaira?
Pamabasa akaoma epasirese, kunyora mubairo unobata maitiro akanaka kwakaoma, nepo kuratidza mienzaniso yehunhu hwakanaka (vanhu vanotyaira matanda) zviri nyore.
Ramba uchidzidza
Mazano anoenderana
Mamwe madhairekitori akasarudzirwa nyaya iyi