5 citations · 5 across the 5 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
cs.MA2026
Certifying cooperation: a novel approach to cooperative multi-agent task generation
Yannick Molinghen, Hugo Charels, Tom Lenaerts
A shared reward gives agents a common objective, but leaves open when, how and even whether they must cooperate to succeed. We address these questions in the Laser Learning Environ…
cs.LG2026
Reinforcement Learning Methods for Neighborhood Selection in Local Search
Yannick Molinghen, Augustin Delecluse, Renaud De Landtsheer +1
Reinforcement learning has recently gained traction as a means to improve combinatorial optimization methods, yet its effectiveness within local search metaheuristics specifically…