Collaborative multi-agent deep reinforcement learning

Funder	Engineering and Physical Sciences Research Council
Recipient Organization	University of Warwick
Country	United Kingdom
Start Date	Feb 07, 2022
End Date	Aug 06, 2025
Duration	1,276 days
Number of Grantees	2
Roles	Student; Supervisor
Data Source	UKRI Gateway to Research
Grant ID	`2674942`

Grant Description

In this PhD project, we will develop a general graph-based framework to (a) facilitate efficient multi-agent communication, (b) enable learning using sparse rewards (i.e. feedback signals that are non-zero only when a goal is achieved), and (c) build a relational representation of the environment.