16 citations · 25 across the 3 of their papers we have counts for
3 papers
cs.AI2022★ 7 cited
Reinforcement Learning to Solve NP-hard Problems: an Application to the CVRP
Leo Ardon
In this paper, we evaluate the use of Reinforcement Learning (RL) to solve a classic combinatorial optimization problem: the Capacitated Vehicle Routing Problem (CVRP). We formaliz…
cs.CY2022★ 2 cited
Towards a Fairer Digital Marketing Model
Leo Ardon, Dario Morelli, Francesco Villani +1
Surfing on the internet boom, the digital marketing industry has seen an exponential growth in the recent years and is often at the origin of the financial success of the biggest t…
cs.MA2021★ 16 cited
Towards a fully RL-based Market Simulator
Leo Ardon, Nelson Vadori, Thomas Spooner +3
We present a new financial framework where two families of RL-based agents representing the Liquidity Providers and Liquidity Takers learn simultaneously to satisfy their objective…