Search Results for author: Tim Baarslag

Found 6 papers, 0 papers with code

Automated Peer-to-peer Negotiation for Energy Contract Settlements in Residential Cooperatives

no code implementations26 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.

Fairness Navigate

Energy Contract Settlements through Automated Negotiation in Residential Cooperatives

no code implementations28 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

An Optimal Rewiring Strategy for Reinforcement Social Learning in Cooperative Multiagent Systems

no code implementations13 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.

A Survey of Learning in Multiagent Environments: Dealing with Non-Stationarity

no code implementations28 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.

Multi-Armed Bandits

Can we reach Pareto optimal outcomes using bottom-up approaches?

no code implementations3 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.

Decision Making

Optimistic Risk Perception in the Temporal Difference error Explains the Relation between Risk-taking, Gambling, Sensation-seeking and Low Fear

no code implementations8 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.

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