東京大学 松尾・岩澤研究室の

2.1_Post-doctorial Researcherの求人

募集概要

(1) Research and development in one or more of the following areas: (A) Fundamentals and applications of deep representation learning ・New methodologies for deep generative models, optimization algorithms ・Multimodal learning ・Reinforcement learning (Sim2Real, Morphology Agnostic RL) ・Research on the lottery hypothesis (the strong lottery hypothesis) and network structure search (B) Construction and application of large-scale language models ・Construction Method of datasets for building LLM ・Research on adapting LLM to novel tasks (In-Context Learning, Augmented LLM, etc.) ・Research on robot learning using LLM (C) Research and development on the construction and application of world models ・Development of new algorithms for model-based reinforcement learning and model learning ・Research on next-generation simulation technologies (NeRF, Differentiable Physics, ・Research on applications to robotics, automatic driving, etc. (D) Neuro-Inspired Deep Learning ・Research on new computational models for deep learning learned from the neocortex ・Back-propagation Free Algorithm ・Reservoir Computing Matsuo Laboratory is widely engaged in R&D to realize smarter machines and to elucidate the principles of intelligence while putting the main focus on the world model. Examples of research themes are listed above, but we are looking for a wide range of researchers who share the concept of the world model and can proactively set their themes. (2) Other duties ・Writing papers (submission of the results of research to international conferences are encouraged) ・Management of projects related to your research area, including students ・(optional) Joint research projects with companies ・(optional) Several lectures per year 【Special note】 ・We also welcome applications from researchers who wish to conduct research at the Matsuo Lab while planning to apply for the JSPS PD program! (Please contact us by 18:00 on April 21 (Fri.) due to the deadline within the university)