TO FEW-SHOT IMITATION:
DEMONSTRATION-CONDITIONED REINFORCEMENT LEARNING
International Conference on Computer Vision (ICCV 2021)
Conference on Empirical Methods in Natural Language Processing (EMNLP 2021)
Advanced Language Processing winter school in the French Alps (ALPS) 2022
ACM Conference on Recommender Systems (RecSys) 2021
A novel approach to indoor localization that uses magnetic field data from smartphone sensors and deep learning
A new approach to learning few-shot imitation agents whereby you simply feed demonstrations of a new test task to the learned policy called DCRL. This new approach has several advantages.
Podcast & edited transcript on Energy Based Models (EBMs). Guests, Hady Elsahar and Marc Dymetman work on EBMs in the field of natural language and co-organised the ICLR 2021 workshop on EBMs.
GLOBAL AI R&D BELT
ACADEMIA – EU/GOVT – ENTREPRENEURS
Our partnerships range from long-term fundamental research to investment in products and services.