1 citations · 1 across the 5 of their papers we have counts for
5 papers
Proportional dispatch and fairness in wind farm power tracking
Baptiste Corban, Ana Bušić, Donatien Dubuc +1
Controlling the power output of a wind farm to track a target signal enables contributing to the power grid stability. This can be achieved by dividing the target signal into indiv…
Structural Equivalence and Learning Dynamics in Delayed MARL
Jules Sintes, Ana Bušić, Jiamin Zhu
We formally establish the equivalence between Observation Delay (OD) and Action Delay (AD) in cooperative partially observable multi-agent systems using observation-action historie…
WFCRL: A Multi-Agent Reinforcement Learning Benchmark for Wind Farm Control
Claire Bizon Monroc, Ana Bušić, Donatien Dubuc +1
The wind farm control problem is challenging, since conventional model-based control strategies require tractable models of complex aerodynamical interactions between the turbines…
Reinforcement Learning and Regret Bounds for Admission Control
Lucas Weber, Ana Bušić, Jiamin Zhu
The expected regret of any reinforcement learning algorithm is lower bounded by for undiscounted returns, where is the diameter of the Markov decisi…
Reinforcement learning based demand charge minimization using energy storage
Lucas Weber, Ana Bušić, Jiamin Zhu
Utilities have introduced demand charges to encourage customers to reduce their demand peaks, since a high peak may cause very high costs for both the utility and the consumer. We…