4 papers
Dynamic Menu-Based Pricing for Electric Vehicle Charging with Vehicle-to-Grid Integration
Mozhdeh Hematiboroujeni, Pierre Le Bodic, Adel N. Toosi +1
The number of electric vehicles is rapidly increasing worldwide. This growth brings significant environmental benefits but also introduces new challenges: uncoordinated charging ca…
Optimal Unlabeled Pebble Motion on Trees and its Application to Multi-Agent Path Finding
Annalisa Calvi, Pierre Le Bodic, Samuel McGuire +1
Given a tree, a set of pebbles initially stationed at some nodes of the tree, and a set of target nodes, the Unlabeled Pebble Motion on Trees problem (UPMT) asks to find a plan to…
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery
Yue Zhang, Zhe Chen, Daniel Harabor +2
We study the problem of online Multi-Agent Pickup and Delivery (MAPD), where a team of agents must repeatedly serve dynamically appearing tasks on a shared map. Existing online met…
Interpretable Representation Learning for Additive Rule Ensembles
Shahrzad Behzadimanesh, Pierre Le Bodic, Geoffrey I. Webb +1
Small additive ensembles of symbolic rules offer interpretable prediction models. Traditionally, these ensembles use rule conditions based on conjunctions of simple threshold propo…