Model Criticism in Multi-Agent Systems

Lead Research Organisation: University of Edinburgh
Department Name: Sch of Informatics

Abstract

Agents operating in multi-agent systems often need to predict and reason about the behaviour of other agents. Candidate models for this behaviour are informed by observations. It is desirable to provide agents with a way to contemplate the truth and usefulness of such models, which may dictate how confidently the agent should act, or inform exploration strategies in learning. This project will develop a principled model criticism framework and examine the theoretical guarantees provided by this framework.

Publications

10 25 50

Studentship Projects

Project Reference Relationship Related To Start End Student Name
EP/S023208/1 01/10/2019 31/03/2028
2270360 Studentship EP/S023208/1 16/09/2019 29/02/2024 Elliot Fosong