Search Results for author: Tasmia Tasrin

Found 3 papers, 1 papers with code

Influencing Reinforcement Learning through Natural Language Guidance

1 code implementation • 4 Apr 2021 • Tasmia Tasrin, Md Sultan Al Nahian, Habarakadage Perera, Brent Harrison

In this work, we explore how natural language advice can be used to provide a richer feedback signal to a reinforcement learning agent by extending policy shaping, a well-known Interactive reinforcement learning technique.

reinforcement-learning Reinforcement Learning (RL)

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Visual Question Answering Using Semantic Information from Image Descriptions

no code implementations • 23 Apr 2020 • Tasmia Tasrin, Md Sultan Al Nahian, Brent Harrison

In this work, we propose a deep neural architecture that uses an attention mechanism which utilizes region based image features, the natural language question asked, and semantic knowledge extracted from the regions of an image to produce open-ended answers for questions asked in a visual question answering (VQA) task.

Question Answering Visual Question Answering

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A Hierarchical Approach for Visual Storytelling Using Image Description

no code implementations • 26 Sep 2019 • Md Sultan Al Nahian, Tasmia Tasrin, Sagar Gandhi, Ryan Gaines, Brent Harrison

One of the primary challenges of visual storytelling is developing techniques that can maintain the context of the story over long event sequences to generate human-like stories.

Decoder Sentence +1

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