192 citations · 197 across the 8 of their papers we have counts for
3 papers · 1 filter
An Exchange Mechanism to Coordinate Flexibility in Residential Energy Cooperatives
Shantanu Chakraborty, Pablo Hernandez-Leal, Michael Kaisers
Energy cooperatives (ECs) such as residential and industrial microgrids have the potential to mitigate increasing fluctuations in renewable electricity generation, but only if thei…
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…
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…