Search Results for author: Pieter JK Libin

Found 2 papers, 2 papers with code

Fleet Control using Coregionalized Gaussian Process Policy Iteration

1 code implementation22 Nov 2019 Timothy Verstraeten, Pieter JK Libin, Ann Nowé

In many settings, as for example wind farms, multiple machines are instantiated to perform the same task, which is called a fleet.

Gaussian Processes reinforcement-learning +2

Multi-Agent Thompson Sampling for Bandit Applications with Sparse Neighbourhood Structures

1 code implementation22 Nov 2019 Timothy Verstraeten, Eugenio Bargiacchi, Pieter JK Libin, Jan Helsen, Diederik M. Roijers, Ann Nowé

In this task, wind turbines must coordinate their alignments with respect to the incoming wind vector in order to optimize power production.

Thompson Sampling

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