Emergent Multi-Agent Communication: The story so far

Add to your list(s) Download to your calendar using vCal

• Agnieszka Slowik (University of Cambridge)
• Tuesday 30 June 2020, 13:15-14:15
• Online on Teams.

If you have a question about this talk, please contact Mateja Jamnik.

Communication and coordination are central to the distinct effectiveness of humans. As the capabilities of artificial neural networks increase, researchers are studying whether these models can also learn to communicate and interact with the purpose of achieving a shared goal. In this talk, I review emergent communication studies starting from their pre-deep learning roots in game theory and philosophy of language. Next, I will talk about the most recent research at the intersection of modern multi-agent reinforcement learning and emergent languages. I will conclude with discussing open questions related to language compositionality.

Slides: https://www.dropbox.com/s/zb4wuz7ltcxcy9n/EmCom_ASlowik.pdf?dl=0

ONLINE link.

This talk is part of the Artificial Intelligence Research Group Talks (Computer Laboratory) series.

This talk is included in these lists:

• All Talks (aka the CURE list)
• Artificial Intelligence Research Group Talks (Computer Laboratory)
• CUED Speech Group Seminars
• Cambridge Centre for Data-Driven Discovery (C2D3)
• Cambridge Forum of Science and Humanities
• Cambridge Language Sciences
• Cambridge talks
• Chris Davis' list
• Department of Computer Science and Technology talks and seminars
• Guy Emerson's list
• Hanchen DaDaDash
• Information Engineering Division seminar list
• Interested Talks
• Online on Teams
• School of Technology
• Speech Seminars
• Trust & Technology Initiative - interesting events
• bld31
• ndk22's list
• ob366-ai4er
• rp587
• yk373's list

Note that ex-directory lists are not shown.