A pilot study found a non-significant trend (p=0.061) for people to give more positive feedback to a cuter-looking robot, plus a stochastic TAMER variant to cope with biased feedback.
Reinforcement learning from human reward: Discounting in episodic tasks,
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Use of Winsome Robots for Understanding Human Feedback (UWU)
A pilot study found a non-significant trend (p=0.061) for people to give more positive feedback to a cuter-looking robot, plus a stochastic TAMER variant to cope with biased feedback.