Publications - Autonomous Agents Research Group

Publications

For news about publications, follow us on X:

Click on any author names or tags to filter publications.

All topic tags:
survey deep-rl multi-agent-rl agent-modelling ad-hoc-teamwork autonomous-driving goal-recognition explainable-ai causal generalisation security emergent-communication iterated-learning intrinsic-reward simulator state-estimation deep-learning transfer-learning

Selected tags (click to remove):
Kory-Mathewson ICLR

2022

Shangmin Guo, Yi Ren, Kory Mathewson, Simon Kirby, Stefano V. Albrecht, Kenny Smith
Expressivity of Emergent Languages is a Trade-off between Contextual Complexity and Unpredictability
International Conference on Learning Representations, 2022
Abstract | BibTex | arXiv | Code
ICLR multi-agent-rl emergent-communication

@inproceedings{guo2022expressivity,
   title={Expressivity of Emergent Languages is a Trade-off between Contextual Complexity and Unpredictability},
   author={Shangmin Guo and Yi Ren and Kory Mathewson and Simon Kirby and Stefano V. Albrecht and Kenny Smith},
   booktitle={International Conference on Learning Representations (ICLR)},
   year={2022}
}