Search Results for author: Sonu Dixit

Found 3 papers, 3 papers with code

Zero-Shot Generalization using Intrinsically Motivated Compositional Emergent Protocols

1 code implementation11 May 2021 Rishi Hazra, Sonu Dixit, Sayambhu Sen

Human language has been described as a system that makes \textit{use of finite means to express an unlimited array of thoughts}.

Zero-shot Generalization

gComm: An environment for investigating generalization in Grounded Language Acquisition

1 code implementation9 May 2021 Rishi Hazra, Sonu Dixit

It comprises a 2-d grid environment with a set of agents (a stationary speaker and a mobile listener connected via a communication channel) exposed to a continuous array of tasks in a partially observable setting.

Language Acquisition

Intrinsically Motivated Compositional Language Emergence

1 code implementation9 Dec 2020 Rishi Hazra, Sonu Dixit, Sayambhu Sen

To deal with this, existing works have proposed a limited channel capacity as an important constraint for learning highly compositional languages.

Language Acquisition

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