192 citations · 199 across the 10 of their papers we have counts for
5 papers · 1 filter
[COMP25] The Automated Negotiating Agents Competition (ANAC) 2025 Challenges and Results
Reyhan Aydoğan, Tim Baarslag, Tamara C. P. Florijn +3
This paper presents the primary research challenges and key findings from the 15th International Automated Negotiating Agents Competition (ANAC 2025), one of the official competiti…
Energy Contract Settlements through Automated Negotiation in Residential Cooperatives
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 heterog…
An Optimal Rewiring Strategy for Reinforcement Social Learning in Cooperative Multiagent Systems
Hongyao Tang, Li Wang, Zan Wang +2
Multiagent coordination in cooperative multiagent systems (MASs) has been widely studied in both fixed-agent repeated interaction setting and the static social learning framework.…
A Survey of Learning in Multiagent Environments: Dealing with Non-Stationarity
Pablo Hernandez-Leal, Michael Kaisers, Tim Baarslag +1
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…
Can we reach Pareto optimal outcomes using bottom-up approaches?
Victor Sanchez-Anguix, Reyhan Aydogan, Tim Baarslag +1
Traditionally, researchers in decision making have focused on attempting to reach Pareto Optimality using horizontal approaches, where optimality is calculated taking into account…