Sparrow Description
Sparrow serves as a research prototype and a demonstration project aimed at enhancing the training of dialogue agents to be more effective, accurate, and safe. By instilling these attributes within a generalized dialogue framework, Sparrow improves our insights into creating agents that are not only safer but also more beneficial, with the long-term ambition of contributing to the development of safer and more effective artificial general intelligence (AGI).
Currently, Sparrow is not available for public access.
The task of training conversational AI presents unique challenges, particularly due to the complexities involved in defining what constitutes a successful dialogue. To tackle this issue, we utilize a method of reinforcement learning (RL) that incorporates feedback from individuals, which helps us understand their preferences regarding the usefulness of different responses. By presenting participants with various model-generated answers to identical questions, we gather their opinions on which responses they find most appealing, thus refining our training process. This feedback loop is crucial for enhancing the performance and reliability of dialogue agents.
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Integrations
No Integrations at this time
Company Details
Company:
DeepMind
Year Founded:
2010
Headquarters:
United States
Website:
deepmind.com
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Product Details
Platforms
Web-Based
Types of Training
Training Docs
Customer Support
Online Support
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