no code implementations • 6 May 2024 • Kento Kawaharazuka, Kei Okada, Masayuki Inaba
In this study, we present an implementation strategy for a robot that performs peg transfer tasks in Fundamentals of Laparoscopic Surgery (FLS) via imitation learning, aimed at the development of an autonomous robot for laparoscopic surgery.
no code implementations • 13 Mar 2024 • Kento Kawaharazuka, Naoaki Kanazawa, Yoshiki Obinata, Kei Okada, Masayuki Inaba
By using models that can compute the similarity between images and texts continuously over time, we can capture the state changes of food while cooking.
no code implementations • 8 Feb 2024 • Kento Kawaharazuka, Tatsuya Matsushima, Andrew Gambardella, Jiaxian Guo, Chris Paxton, Andy Zeng
This paper provides an overview of the practical application of foundation models in real-world robotics, with a primary emphasis on the replacement of specific components within existing robot systems.
1 code implementation • 2 Nov 2023 • Keisuke Shirai, Cristian C. Beltran-Hernandez, Masashi Hamaya, Atsushi Hashimoto, Shohei Tanaka, Kento Kawaharazuka, Kazutoshi Tanaka, Yoshitaka Ushiku, Shinsuke Mori
By generating PDs from language instruction and scene observation, we can drive symbolic planners in a language-guided framework.