Search Results for author: Sm Mazharul Islam

Found 4 papers, 0 papers with code

Hippocampus-Inspired Cognitive Architecture (HICA) for Operant Conditioning

no code implementations16 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.

Hippocampus

Domain-Specific Sentiment Lexicons Induced from Labeled Documents

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.

Sentiment Analysis

SEDRo: A Simulated Environment for Developmental Robotics

no code implementations3 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.

An Open-World Simulated Environment for Developmental Robotics

no code implementations18 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.

Self-Supervised Learning

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