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jlin816/dynalang

Dynalang is an agent that uses language to predict future states in reinforcement learning environments via a multimodal world model.

418 stars Python AgentsLanguage Models
dynalang
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This repository contains the code for Dynalang, an agent that leverages diverse types of language to solve tasks by using language to predict the future via a multimodal world model. It processes both visual observations and language input to learn world dynamics in reinforcement learning settings. The system is evaluated across multiple environments including HomeGrid, Messenger, and VLN (Vision-Language Navigation).

Frequently asked

What is jlin816/dynalang?
Dynalang is an agent that uses language to predict future states in reinforcement learning environments via a multimodal world model.
Is dynalang open source?
Yes — jlin816/dynalang is an open-source project tracked on heatdrop.
What language is dynalang written in?
jlin816/dynalang is primarily written in Python.
How popular is dynalang?
jlin816/dynalang has 418 stars on GitHub.
Where can I find dynalang?
jlin816/dynalang is on GitHub at https://github.com/jlin816/dynalang.

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