Overtrust of robots in emergency evacuation scenarios

Robots have the potential to save lives in emergency scenarios, but could have an equally disastrous effect if participants overtrust them. To explore this concept, we performed an experiment where a participant interacts with a robot in a non-emergency task to experience its behavior and then chooses whether to follow the robot's instructions in an emergency or not. Artificial smoke and fire alarms were used to add a sense of urgency. To our surprise, all 26 participants followed the robot in the emergency, despite half observing the same robot perform poorly in a navigation guidance task just minutes before. We performed additional exploratory studies investigating different failure modes. Even when the robot pointed to a dark room with no discernible exit the majority of people did not choose to safely exit the way they entered.

[1]  John D. Lee,et al.  Trust in Automation: Designing for Appropriate Reliance , 2004, Hum. Factors.

[2]  Alan R. Wagner,et al.  Towards robots that trust: Human subject validation of the situational conditions for trust , 2015 .

[3]  Holly A. Yanco,et al.  Impact of robot failures and feedback on real-time trust , 2013, 2013 8th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[4]  Patricio A. Vela,et al.  Information propagation applied to robot-assisted evacuation , 2012, 2012 IEEE International Conference on Robotics and Automation.

[5]  Brian Scassellati,et al.  The Benefits of Interactions with Physically Present Robots over Video-Displayed Agents , 2011, Int. J. Soc. Robotics.

[6]  Jessie Y. C. Chen,et al.  A Meta-Analysis of Factors Affecting Trust in Human-Robot Interaction , 2011, Hum. Factors.

[7]  Alan R. Wagner,et al.  Effect of Robot Performance on Human–Robot Trust in Time-Critical Situations , 2017, IEEE Transactions on Human-Machine Systems.

[8]  Daniel M. Madrzykowski,et al.  Report of the technical investigation of The Station nightclub fire :: appendices , 2005 .

[9]  Andrew S. Clare,et al.  Modeling the Impact of Operator Trust on Performance in Multiple Robot Control , 2013, AAAI Spring Symposium: Trust and Autonomous Systems.

[10]  Håkan Frantzich,et al.  Fire alarm in a public building : how do people evaluate information and choose evacuation exit? , 1999 .

[11]  Maja J. Mataric,et al.  Insights toward robot-assisted evacuation , 2005, Adv. Robotics.

[12]  Alan R. Wagner,et al.  Timing Is Key for Robot Trust Repair , 2015, ICSR.

[13]  Alan R. Wagner,et al.  Assessment of robot guidance modalities conveying instructions to humans in emergency situations , 2014, The 23rd IEEE International Symposium on Robot and Human Interactive Communication.

[14]  Kerstin Dautenhahn,et al.  Would You Trust a (Faulty) Robot? Effects of Error, Task Type and Personality on Human-Robot Cooperation and Trust , 2015, 2015 10th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[15]  Christopher A. Miller,et al.  Trust and etiquette in high-criticality automated systems , 2004, CACM.

[16]  G. Proulx,et al.  Human Behavior In The World Trade Center Evacuation , 1997 .