Search Results for author: Akilesh B

Found 2 papers, 1 papers with code

Attention Based Natural Language Grounding by Navigating Virtual Environment

1 code implementation23 Apr 2018 Akilesh B, Abhishek Sinha, Mausoom Sarkar, Balaji Krishnamurthy

We develop an attention mechanism for multi-modal fusion of visual and textual modalities that allows the agent to learn to complete the task and achieve language grounding.

Navigate Zero-shot Generalization

Learning to navigate by distilling visual information and natural language instructions

no code implementations ICLR 2018 Abhishek Sinha, Akilesh B, Mausoom Sarkar, Balaji Krishnamurthy

In this work, we focus on the problem of grounding language by training an agent to follow a set of natural language instructions and navigate to a target object in a 2D grid environment.

Navigate Zero-shot Generalization

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