August 28 to 30 2018, Santa Clara, CA.

Speakers

Speaker "Phoebe Liu" Details

Name :
phoebe liu
Company :
Title :
Machine Learning Engineer
Topic :

Crowdsourcing human behaviors for conversational social robot

Abstract :

Robots are becoming more capable and affordable, and interactive humanoid robots such as Pepper are already being deployed in retail shops in Japan. Yet, designing interaction logic and behavior contents can still be a labor-intensive process, heavily dependent on the designer’s ability to imagine a variety of social situations (for example, anticipating all of the questions people may ask the robot) and use their intuition to specify relevant and appropriate behaviors and execution rules for the robot. To address the above problems, we present several approaches found in the field of human-robot interaction (HRI) of acquiring verbal and non-verbal dialog behaviors information by using the “crowd”. The approach has the advantage of producing dialog variation by eliciting language samples from an array of individuals as well as capturing unique style of a certain individual. Finally, we will discuss the how crowdsourcing can be applied to other domain to enable data-driven application.

Profile :
Phoebe Liu is currently a machine learning scientist at Figure Eight, an AI and machine-learning startup based in San Francisco. Previously, she was a post-doctoral associate in Hiroshi Ishiguro Laboratory at Advanced Telecommunications Research Institute International (ATR), Japan. She was involved in projects such as android science, teleoperation system for semi-autonomous robot, and using machine learning for generating multimodal robot behaviors.
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