reference games

Trading off Utility, Informativeness, and Complexity in Emergent Communication

Mycal Tucker, Julie Shah, Roger Levy, Noga Zaslavsky
2022 NeurIPS
PDF Code Supplementary Material

Towards Human-Agent Communication via the Information Bottleneck Principle

Mycal Tucker, Julie Shah, Roger Levy, Noga Zaslavsky
2022 RSS Workshop on Social Intelligence in Humans and Robots
PDF RSS Workshop

Teasing apart models of pragmatics using optimal reference game design

Irene Zhou, Jennifer Hu, Roger Levy, Noga Zaslavsky
2022 CogSci
PDF Code Proceedings

The emergence of discrete and systematic communication in a continuous signal-meaning space

Alicia Chen, Matthias Hofer, Moshe Poliak, Roger Levy, Noga Zaslavsky
2022 CogSci
PDF Proceedings

Scalable pragmatic communication via self-supervision

Jennifer Hu, Roger Levy, Noga Zaslavsky
2021 ICML Workshop on Self-Supervised Learning for Reasoning and Perception
PDF ICML Workshop