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Covariant RFM-1 uye Robotic Foundation Models

Covariant's RFM-1 ndiyo marobhoti hwaro modhi yakadzidziswa pane warehouse manipulation data kuitira kuti maoko emarobhoti agone kufunga nezve uye kutora zvinhu zvaasingazive nemutauro uye chiratidzo.

2 min verengaLast update

Kudzika Kwakadzika

Yakatangwa muna 2017 nevatsvakurudzi veAI vanosanganisira Pieter Abbeel, Peter Chen, naRocky Duan vanobva kuUC Berkeley uye OpenAI midzi, Covariant yakavaka Covariant Brain, AI software inopa simba robhoti rokunhonga uye kuronga. Chigadzirwa chayo chakanakisa, RFM-1 (Robotics Foundation Model 1), chakaunzwa muna 2024, chakadzidziswa pahuwandu hukuru hwekunhonga data repasirese pamwe nemavara nemifananidzo kuitira kuti marobhoti akwanise kubata mabhini akashata ezvinhu zvaasingazivi uye kunyange kupindura kune mirairo yemutauro wechisikigo. Pane kuronga chinhu chimwe nechimwe, sisitimu yacho inowanza kubva muruzivo senge modhi yemutauro muhombe inokonzeresa pane zvinyorwa. Muna 2024 chikamu chikuru chechikwata cheCovariant, kusanganisira vavambi vayo, chakahaiwa neAmazon muchibvumirano cherezinesi-uye-tarenda, zvichiratidza kuti maitiro erobhoti hwaro hwaro hwaive hwaita sei.

Technical Insight

RFM-1 is a multimodal transformer yakadzidziswa pane zvinyorwa, mifananidzo, vhidhiyo, robhoti sensor kuverenga, uye mota zviito, uchivabata sezviratidzo mune imwe nhevedzano. Nekufanotaura chiratidzo chinotevera pane idzi modalities, inodzidza chikonzero chemuviri-uye-mhedzisiro, saka inogona kukurudzirwa nemutauro uye chikonzero chekuti kubata kuchaita sei usati waita. Izvi zvinoita kuti modhi imwe chete idzore marobhoti akasiyana uye kubata zvinhu zvitsva pasina per-imeinjiniya, kuratidzira kuti kudzidzira kwakadzama kwakadii kwakagadzira kugona mutauro wakajairwa.

Strategic Impact

Vendor strategy

Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.

Mutengo uye bhajeti

Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.

Ngozi uye kuchengeteka

Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.

Ramangwana reCovariant RFM-1 uye Robotic Foundation Models

Iyo 2024 Amazon dhiri inopeta yakawanda yehunyanzvi hweCovariant kuita imwe yevashandisi vakuru vepasirese, ichinongedza kuti marobhoti nheyo dzemhando dzichakwira nekukurumidza mukati memakambani ane yakakura data data. Tarisira kusanganiswa kwemutauro, kuona, nekuita, mamwe marobhoti anobvuma kudzidziswa kweChirungu chiri nyore, uye makwikwi nemaVLA emhando dzeFigure, Physical Intelligence, uye Google. Mubvunzo wakavhurika ndewekuti generalist marobhoti modhi inove yakagovaniswa zvivakwa layer kana kugara zvakanaka zvepamhepo.

Real-World Implementation

Kutora zvinhu zvakasiyana-siyana, zvisati zvamboonekwa kubva kumabhini ekuchengetedza e-commerce

Kuronga mapasuru nekwaunoenda pamitsetse yekupinza zvinhu pasina per-chimwe chinhu programming

Uchishandisa rurimi rwechisikigo kuudza ruoko rwemarobhoti zvokubata kana mabatirwo echinhu

Kupa simba rechitatu-bato rekuchengetera marobhoti kuburikidza neCovariant Brain software chikuva

Njodzi & Guardrails

Zviziviso zvekutanga zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows.

Mitengo yeAPI kana shanduko yepolicy inogona kukanganisa fungidziro husiku.

Kutsamira kune mumwe-mutengesi kunowedzera kukiya-mukati uye mari yekufambisa.

Implementation Roadmap

1

Ongorora vanopa uchishandisa ako ega mabasa uye dataset.

2

Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.

3

Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.

4

Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.

Ramba Uchiongorora

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What is Covariant RFM-1 and Robotic Foundation Models?

Covariant's RFM-1 ndiyo marobhoti hwaro modhi yakadzidziswa pane warehouse manipulation data kuitira kuti maoko emarobhoti agone kufunga nezve uye kutora zvinhu zvaasingazive nemutauro uye chiratidzo.

Chii chainzi zita reCovariant's foundation model yakaunzwa muna 2024?

Covariant yakaunza RFM-1, iyo Robotics Foundation Model 1, yakadzidziswa pamarobhoti data pamwe nemavara nemifananidzo.

Ndeipi kambani hombe yakahaya yakawanda yechikwata cheCovariant uye yakapa rezinesi tekinoroji yayo muna 2024?

Amazon yakahaya vatangi veCovariant uye chikamu chikuru chechikwata chayo mune 2024 rezinesi-uye-tarenda kuronga.

Ndeipi pfungwa huru iyo RFM-1 inokwereta kubva kumhando dzemitauro mikuru?

RFM-1 inobata zvinyorwa, mifananidzo, kuverenga kwema sensor, uye zviito sezviratidzo uye inofanotaura inotevera, kudzidza kuita seLLM.

Ndeupi kugona kunonyanya kusiyanisa robhoti hwaro modhi kubva echinyakare marobhoti ekuchengetedza?

Mubairo wakakosha ndewe generalization: kutora novel, zvinhu zvisingaonekwe kubva kumabhini akashata pane kuda chinhu chimwe nechimwe chakafanorongwa.

Ndivanaani vaive pakati pevakatanga vaCovarian vanozivikanwa?

Covariant yakavambwa nevatsvagiri veAI vanosanganisira Pieter Abbeel, Peter Chen, naRocky Duan, vane midzi kuUC Berkeley uye OpenAI.