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SUMMARY:Machine Theory of Mind - Paolo Bova (University of Cambridge)
DTSTART:20190206T170000Z
DTEND:20190206T190000Z
UID:TALK119668@talks.cam.ac.uk
CONTACT:Adrià Garriga Alonso
DESCRIPTION:This week we will read about “Machine Theory of Mind”\, by
  Rabinowitz et al. who describe a neural network\, their ToMnet\, which au
 tonomously learns how to model other agents' behaviour\, beliefs and inten
 tions. ToMnet even recognises an important separation in the Theory of Min
 d literature between the beliefs that other agents hold about the environm
 ent and its own. \n\nWhich features of their design allow ToMnet to infer 
 the characteristics of other agents so successfully in their Gridworld exp
 eriments? And can we think of any challenges TomNet would face in larger m
 ulti-agent environments?\n\nPaper: https://arxiv.org/abs/1802.07740\n\nWe 
 strongly recommend you read the paper before coming. Regardless\, from 17:
 00 we will be reading the paper and people can arrive. The discussion prop
 er will start at 17:30. There will be pizza!
LOCATION:Cambridge University Engineering Department\, CBL Seminar room BE
 4-38
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