Ao combinar imagens 2D com modelos básicos para construir campos de recursos 3D, um novo método do MIT ajuda os robôs a compreender e manipular objetos próximos com instruções de linguagem abertas.
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)
Os Feature Fields for Robotic Manipulation (F3RM) permitem que os robôs interpretem prompts de texto abertos usando linguagem natural, ajudando as máquinas a manipular objetos desconhecidos. Os campos de recursos 3D do sistema podem ser úteis em ambientes que contêm milhares de objetos, como armazéns.Créditos: Imagens cortesia dos pesquisadores.
Imagine que você está visitando um amigo no exterior e olha dentro da geladeira dele para ver o que seria um ótimo café da manhã. Muitos dos itens inicialmente parecem estranhos para você, cada um deles envolto em embalagens e recipientes desconhecidos. Apesar dessas distinções visuais, você começa a entender para que serve cada um e a selecioná-los conforme necessário.
Inspirado pela capacidade humana de lidar com objetos desconhecidos, um grupo do Laboratório de Ciência da Computação e Inteligência Artificial (CSAIL) do MIT projetou Feature Fields for Robotic Manipulation (F3RM), um sistema que combina imagens 2D com recursos de modelo básico em cenas 3D para ajudar os robôs a identificar e agarrar itens próximos. O F3RM pode interpretar instruções de linguagem aberta de humanos, tornando o método útil em ambientes do mundo real que contêm milhares de objetos, como armazéns e residências.
O F3RM oferece aos robôs a capacidade de interpretar prompts de texto abertos usando linguagem natural, ajudando as máquinas a manipular objetos. Como resultado, as máquinas podem compreender solicitações menos específicas dos humanos e ainda assim concluir a tarefa desejada. Por exemplo, se um usuário pedir ao robô para “pegar uma caneca alta”, o robô poderá localizar e pegar o item que melhor se adapta a essa descrição.
“Fazer robôs que possam realmente generalizar no mundo real é incrivelmente difícil”, diz Ge Yang, pós-doutorado no Instituto de IA para Inteligência Artificial e Interações Fundamentais da National Science Foundation e no MIT CSAIL. “Queremos realmente descobrir como fazer isso, por isso, com este projeto, tentamos promover um nível agressivo de generalização, de apenas três ou quatro objetos para qualquer coisa que encontramos no Stata Center do MIT. Queríamos aprender como tornar os robôs tão flexíveis quanto nós, já que podemos agarrar e posicionar objetos mesmo que nunca os tenhamos visto antes.”
Aprender “o que está onde olhando”
O método pode ajudar os robôs a selecionar itens em grandes centros de distribuição com desordem e imprevisibilidade inevitáveis. Nesses armazéns, os robôs geralmente recebem uma descrição do estoque que precisam identificar. Os robôs devem combinar o texto fornecido com um objeto, independente das variações na embalagem, para que os pedidos dos clientes sejam enviados corretamente.
Por exemplo, os centros de atendimento dos principais varejistas on-line podem conter milhões de itens, muitos dos quais um robô nunca teria encontrado antes. Para operar em tal escala, os robôs precisam compreender a geometria e a semântica de diferentes itens, alguns deles em espaços apertados. Com as avançadas habilidades de percepção espacial e semântica do F3RM, um robô poderia se tornar mais eficaz na localização de um objeto, colocando-o em uma lixeira e depois enviando-o para embalagem. Em última análise, isso ajudaria os trabalhadores da fábrica a enviar os pedidos dos clientes com mais eficiência.
“Uma coisa que muitas vezes surpreende as pessoas com o F3RM é que o mesmo sistema também funciona em escala de sala e edifício, e pode ser usado para construir ambientes de simulação para aprendizagem de robôs e mapas grandes”, diz Yang. “Mas antes de ampliarmos ainda mais este trabalho, queremos primeiro fazer com que este sistema funcione muito rápido. Desta forma, podemos usar este tipo de representação para tarefas de controle robótico mais dinâmicas, esperançosamente em tempo real, para que robôs que lidam com tarefas mais dinâmicas possam usá-la para percepção.”
A equipe do MIT observa que a capacidade do F3RM de compreender diferentes cenas poderia torná-lo útil em ambientes urbanos e domésticos. Por exemplo, a abordagem poderia ajudar robôs personalizados a identificar e recolher itens específicos. O sistema ajuda os robôs a compreender o que está ao seu redor – tanto física quanto perceptivamente.
“A percepção visual foi definida por David Marr como o problema de saber 'o que está onde olhando'”, diz o autor sênior Phillip Isola, professor associado de engenharia elétrica e ciência da computação do MIT e investigador principal do CSAIL. “Os modelos de fundação recentes tornaram-se muito bons em saber o que estão vendo; eles podem reconhecer milhares de categorias de objetos e fornecer descrições detalhadas de imagens. Ao mesmo tempo, os campos de brilho tornaram-se muito bons em representar onde as coisas estão em uma cena. A combinação dessas duas abordagens pode criar uma representação do que está onde em 3D, e o que nosso trabalho mostra é que essa combinação é especialmente útil para tarefas robóticas, que exigem a manipulação de objetos em 3D.”
Criando um “gêmeo digital”
F3RM começa a entender o que está ao seu redor tirando fotos com um bastão de selfie. A câmera montada captura 50 imagens em diferentes poses, permitindo construir um campo de radiação neural (NeRF), um método de aprendizagem profunda que utiliza imagens 2D para construir uma cena 3D. Esta colagem de fotos RGB cria um “gêmeo digital” do ambiente na forma de uma representação de 360 graus do que está próximo.
Além de um campo de radiância neural altamente detalhado, o F3RM também constrói um campo de recursos para aumentar a geometria com informações semânticas. O sistema usa CLIP , um modelo básico de visão treinado em centenas de milhões de imagens para aprender conceitos visuais com eficiência. Ao reconstruir os recursos 2D CLIP para as imagens tiradas pelo selfie stick, o F3RM transforma efetivamente os recursos 2D em uma representação 3D.
Manter as coisas abertas
Depois de receber algumas demonstrações, o robô aplica o que sabe sobre geometria e semântica para captar objetos que nunca encontrou antes. Depois que um usuário envia uma consulta de texto, o robô pesquisa no espaço de possíveis capturas para identificar aquelas com maior probabilidade de sucesso na captura do objeto solicitado pelo usuário. Cada opção potencial é pontuada com base em sua relevância para o prompt, na semelhança com as demonstrações nas quais o robô foi treinado e se causa alguma colisão. A compreensão com maior pontuação é então escolhida e executada.
Para demonstrar a capacidade do sistema de interpretar solicitações abertas de humanos, os pesquisadores levaram o robô a pegar Baymax, um personagem do “Big Hero 6” da Disney. Embora F3RM nunca tenha sido treinado diretamente para pegar um brinquedo do super-herói de desenho animado, o robô usou sua consciência espacial e recursos de linguagem visual dos modelos básicos para decidir qual objeto agarrar e como pegá-lo.
O F3RM também permite que os usuários especifiquem qual objeto desejam que o robô manipule em diferentes níveis de detalhe linguístico. Por exemplo, se houver uma caneca de metal e uma caneca de vidro, o usuário pode pedir ao robô a “caneca de vidro”. Caso o bot veja duas canecas de vidro e uma delas esteja cheia de café e a outra de suco, o usuário pode pedir a “caneca de vidro com café”. Os recursos do modelo básico incorporados no campo de recursos permitem esse nível de compreensão aberta.
“Se eu mostrasse a uma pessoa como pegar uma caneca pela borda, ela poderia facilmente transferir esse conhecimento para pegar objetos com geometrias semelhantes, como tigelas, copos medidores ou até rolos de fita adesiva. Para os robôs, atingir esse nível de adaptabilidade tem sido bastante desafiador”, diz o estudante de doutorado do MIT, afiliado do CSAIL e coautor principal, William Shen. “O F3RM combina a compreensão geométrica com a semântica de modelos básicos treinados em dados em escala da Internet para permitir esse nível de generalização agressiva a partir de apenas um pequeno número de demonstrações.”
Shen e Yang escreveram o artigo sob a supervisão de Isola, com o professor do MIT e investigador principal do CSAIL Leslie Pack Kaelbling e os estudantes de graduação Alan Yu e Jansen Wong como coautores. A equipe foi apoiada, em parte, pela Amazon.com Services, pela National Science Foundation, pelo Escritório de Pesquisa Científica da Força Aérea, pela Iniciativa Universitária Multidisciplinar do Escritório de Pesquisa Naval, pelo Escritório de Pesquisa do Exército, pelo MIT-IBM Watson AI Lab e a Busca por Inteligência do MIT. Seu trabalho será apresentado na Conferência sobre Aprendizagem de Robôs de 2023.