CB2: Collaborative Natural Language Interaction Research Platform

Sharf, Jacob, Gul, Mustafa Omer, Artzi, Yoav

arXiv.org Artificial Intelligence 

At the same time, this involve multiple agents, either human or machine, adaptation creates constant distribution shift, a significant working together to complete tasks while generalization challenge. Learning is also coordinating using natural language. A key obstacle drastically transformed through collaboration. The in studying such scenarios is building the constant engagement of other agents (including research interaction platform, a significant design humans), the ability to modify delegation strategies, and engineering undertaking. This requires building and the shared task-based incentives bring and designing the interaction environment, the about within-interaction signals that can be used task the agents collaborate on, an interface for both for continual learning, reducing the dependency on machine learning models and human agents, and a annotated data and enabling model adaptation.

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