18 citations · 19 across the 9 of their papers we have counts for
4 papers · 1 filter
Quality-Diversity Meta-Evolution: customising behaviour spaces to a meta-objective
David M. Bossens, Danesh Tarapore
Quality-Diversity (QD) algorithms evolve behaviourally diverse and high-performing solutions. To illuminate the elite solutions for a space of behaviours, QD algorithms require the…
Large-scale, Dynamic and Distributed Coalition Formation with Spatial and Temporal Constraints
Luca Capezzuto, Danesh Tarapore, Sarvapali D. Ramchurn
The Coalition Formation with Spatial and Temporal constraints Problem (CFSTP) is a multi-agent task allocation problem in which few agents have to perform many tasks, each with its…
On the use of feature-maps and parameter control for improved quality-diversity meta-evolution
David M. Bossens, Danesh Tarapore
In Quality-Diversity (QD) algorithms, which evolve a behaviourally diverse archive of high-performing solutions, the behaviour space is a difficult design choice that should be tai…
Multi-Agent Routing and Scheduling Through Coalition Formation
Luca Capezzuto, Danesh Tarapore, Sarvapali D. Ramchurn
In task allocation for real-time domains, such as disaster response, a limited number of agents is deployed across a large area to carry out numerous tasks, each with its prerequis…