23 citations · 27 across the 5 of their papers we have counts for
5 papers
Middle-mile logistics through the lens of goal-conditioned reinforcement learning
Onno Eberhard, Thibaut Cuvelier, Michal Valko +1
Middle-mile logistics describes the problem of routing parcels through a network of hubs linked by trucks with finite capacity. We rephrase this as a multi-object goal-conditioned…
Embedding Reservoirs in Industrial Models to Exploit their Flexibility
Thibaut Cuvelier
In the context of energy transition, industrial plants that heavily rely on electricity face more and more price volatility. To continue operating in these conditions, the director…
Asymptotically Optimal Strategies For Combinatorial Semi-Bandits in Polynomial Time
Thibaut Cuvelier, Richard Combes, Eric Gourdin
We consider combinatorial semi-bandits with uncorrelated Gaussian rewards. In this article, we propose the first method, to the best of our knowledge, that enables to compute the s…
Statistically Efficient, Polynomial Time Algorithms for Combinatorial Semi Bandits
Thibaut Cuvelier, Richard Combes, Eric Gourdin
We consider combinatorial semi-bandits over a set of arms where rewards are uncorrelated across items. For this problem, the algorithm ESCB yields the…
Comparison Between Robust and Stochastic Optimisation for Long-term Reservoir Operations Under Uncertainty
Thibaut Cuvelier, Pierre Archambeau, Benjamin Dewals +1
Long-term reservoir management often uses bounds on the reservoir level, between which the operator can work. However, these bounds are not always kept up-to-date with the latest k…