no code implementations • 16 Dec 2022 • Deokgun Park, Md Ashaduzzaman Rubel Mondol, Sm Mazharul Islam, Aishwarya Pothula
HICA explains a learning mechanism in which agents can learn a new behavior policy in a few trials, as mammals do in operant conditioning experiments.
no code implementations • COLING 2020 • Sm Mazharul Islam, Xin Dong, Gerard de Melo
Sentiment analysis is an area of substantial relevance both in industry and in academia, including for instance in social studies.
no code implementations • 3 Sep 2020 • Aishwarya Pothula, Md Ashaduzzaman Rubel Mondol, Sanath Narasimhan, Sm Mazharul Islam, Deokgun Park
Even with impressive advances in application-specific models, we still lack knowledge about how to build a model that can learn in a human-like way and do multiple tasks.
no code implementations • 18 Jul 2020 • SM Mazharul Islam, Md Ashaduzzaman Rubel Mondol, Aishwarya Pothula, Deokgun Park
As the current trend of artificial intelligence is shifting towards self-supervised learning, conventional norms such as highly curated domain-specific data, application-specific learning models, extrinsic reward based learning policies etc.