523 citations · 1.1k across the 28 of their papers we have counts for
3 papers · 1 filter
A Polynomial-time Decentralised Algorithm for Coordinated Management of Multiple Intersections
Tatsuya Iwase, Sebastian Stein, Enrico H. Gerding +1
Autonomous intersection management has the potential to reduce road traffic congestion and energy consumption. To realize this potential, efficient algorithms are needed. However,…
Automated Planning in Repeated Adversarial Games
Enrique Munoz de Cote, Archie C. Chapman, Adam M. Sykulski +1
Game theory's prescriptive power typically relies on full rationality and/or self-play interactions. In contrast, this work sets aside these fundamental premises and focuses instea…
Filtered Fictitious Play for Perturbed Observation Potential Games and Decentralised POMDPs
Archie C. Chapman, Simon A. Williamson, Nicholas R. Jennings
Potential games and decentralised partially observable MDPs (Dec-POMDPs) are two commonly used models of multi-agent interaction, for static optimisation and sequential decisionmak…