no code implementations • 30 Apr 2024 • Tamara C. P. Florijn, Pinar Yolum, Tim Baarslag
Automated negotiation is a well-known mechanism for autonomous agents to reach agreements.
no code implementations • 26 Nov 2019 • Shantanu Chakraborty, Tim Baarslag, Michael Kaisers
This paper presents an automated peer-to-peer negotiation strategy for settling energy contracts among prosumers in a Residential Energy Cooperative considering heterogeneity prosumer preferences.
no code implementations • 28 Jul 2018 • Shantanu Chakraborty, Tim Baarslag, Michael Kaisers
This paper presents an automated peer-to-peer (P2P) negotiation strategy for settling energy contracts among prosumers in a Residential Energy Cooperative (REC) considering heterogeneous prosumer preferences.
Multiagent Systems
no code implementations • 13 May 2018 • Hongyao Tang, Li Wang, Zan Wang, Tim Baarslag, Jianye Hao
Multiagent coordination in cooperative multiagent systems (MASs) has been widely studied in both fixed-agent repeated interaction setting and the static social learning framework.
no code implementations • 28 Jul 2017 • Pablo Hernandez-Leal, Michael Kaisers, Tim Baarslag, Enrique Munoz de Cote
The key challenge in multiagent learning is learning a best response to the behaviour of other agents, which may be non-stationary: if the other agents adapt their strategy as well, the learning target moves.
no code implementations • 3 Jul 2016 • Victor Sanchez-Anguix, Reyhan Aydogan, Tim Baarslag, Catholijn M. Jonker
Traditionally, researchers in decision making have focused on attempting to reach Pareto Optimality using horizontal approaches, where optimality is calculated taking into account every participant at the same time.
no code implementations • 8 Apr 2014 • Joost Broekens, Tim Baarslag
We found that overly optimistic risk perception (outcome optimism) results in risk taking and in persistent gambling behaviour in addition to high intensity of sensations.