Periodic real-time resource allocation for teams of progressive processing agents. - Jilles Steeve Dibangoye; Abdel-Illah Mouaddib; Brahim Chaib-draa (AAMAS, 2007)

A Novel Prioritization Technique for Solving Markov Decision Processes. - Jilles Steeve Dibangoye; Brahim Chaib-draa; Abdel-Illah Mouaddib (FLAIRS, 2008)

Recherche incrémentale à base de points pour la résolution des DEC-POMDPs (présentation courte). - Jilles Steeve Dibangoye; Abdel-Illah Mouaddib; Brahim Chaib-draa (JFSMA, 2008)

Incremental Policy Generation for Finite-Horizon DEC-POMDPs. - Christopher Amato; Jilles Steeve Dibangoye; Shlomo Zilberstein (ICAPS, 2009)

Point-based incremental pruning heuristic for solving finite-horizon DEC-POMDPs. - Jilles Steeve Dibangoye; Abdel-Illah Mouaddib; Brahim Chaib-draa (AAMAS (1), 2009)

Topological Order Planner for POMDPs. - Jilles Steeve Dibangoye; Guy Shani; Brahim Chaib-draa; Abdel-Illah Mouaddib (IJCAI, 2009)

Contributions à la résolution des processus décisionnels de Markov centralisés et décentralisés: algorithmes et théorie. (Contributions to solving Markov decision processes centralized and decentralized: algorithms and theory). - Jilles Steeve Dibangoye (2009)

Heuristic search for identical payoff Bayesian games. - Frans A. Oliehoek; Matthijs T. J. Spaan; Jilles Steeve Dibangoye; Christopher Amato (AAMAS, 2010)

Toward error-bounded algorithms for infinite-horizon DEC-POMDPs. - Jilles Steeve Dibangoye; Abdel-Illah Mouaddib; Brahim Chaib-draa (AAMAS, 2011)

Scaling Up Decentralized MDPs Through Heuristic Search. - Jilles Steeve Dibangoye; Christopher Amato; Arnaud Doniec (UAI, 2012)

Producing efficient error-bounded solutions for transition independent decentralized mdps. - Jilles Steeve Dibangoye; Christopher Amato; Arnaud Doniec; François Charpillet (AAMAS, 2013)

Exploiting separability in multiagent planning with continuous-state MDPs. - Jilles Steeve Dibangoye; Christopher Amato; Olivier Buffet; François Charpillet (AAMAS, 2014)

Error-Bounded Approximations for Infinite-Horizon Discounted Decentralized POMDPs. - Jilles Steeve Dibangoye; Olivier Buffet; François Charpillet (ECML/PKDD (1), 2014)

Exploiting Separability in Multiagent Planning with Continuous-State MDPs (Extended Abstract). - Jilles Steeve Dibangoye; Christopher Amato; Olivier Buffet; François Charpillet (IJCAI, 2015)

Structural Results for Cooperative Decentralized Control Models. - Jilles Steeve Dibangoye; Olivier Buffet; Olivier Simonin 001 (IJCAI, 2015)

Distributed economic dispatch of embedded generation in smart grids. - Jilles Steeve Dibangoye; Arnaud Doniec; Hicham Fakham; Frédéric Colas; Xavier Guillaud (Eng. Appl. Artif. Intell., 2015)

High-speed highway scene prediction based on driver models learned from demonstrations. - David Sierra González; Jilles Steeve Dibangoye; Christian Laugier (ITSC, 2016)

Optimally Solving Dec-POMDPs as Continuous-State MDPs. - Jilles Steeve Dibangoye; Christopher Amato; Olivier Buffet; François Charpillet (J. Artif. Intell. Res., 2016)

Open Decentralized POMDPs. - Jonathan Cohen 001; Jilles Steeve Dibangoye; Abdel-Illah Mouaddib (ICTAI, 2017)

Interaction-aware driver maneuver inference in highways using realistic driver models. - David Sierra González; Victor Romero-Cano; Jilles Steeve Dibangoye; Christian Laugier (ITSC, 2017)

Learning to Act in Decentralized Partially Observable MDPs. - Jilles Steeve Dibangoye; Olivier Buffet (ICML, 2018)

Modeling Driver Behavior from Demonstrations in Dynamic Environments Using Spatiotemporal Lattices. - David Sierra González; Özgür Erkent; Victor Romero-Cano; Jilles Steeve Dibangoye; Christian Laugier (ICRA, 2018)

Sur le Gradient de la Politique pour les Systèmes Multi-Agents Coopératifs. - Guillaume Bono; Jilles Steeve Dibangoye; Laëtitia Matignon; Florian Pereyron; Olivier Simonin 001 (JFPDA, 2018)

Recherche heuristique pour jeux stochastiques (à somme nulle). - Olivier Buffet; Jilles Steeve Dibangoye; Abdallah Saffidine; Vincent Thomas (JFPDA, 2018)

Learning to Act in Continuous Dec-POMDPs. - Jilles Steeve Dibangoye; Olivier Buffet (JFPDA, 2018)

rho-POMDPs have Lipschitz-Continuous epsilon-Optimal Value Functions. - Mathieu Fehr; Olivier Buffet; Vincent Thomas; Jilles Steeve Dibangoye (NeurIPS, 2018)

Cooperative Multi-agent Policy Gradient. - Guillaume Bono; Jilles Steeve Dibangoye; Laëtitia Matignon; Florian Pereyron; Olivier Simonin 001 (ECML/PKDD (1), 2018)

Combining Stochastic Optimization and Frontiers for Aerial Multi-Robot Exploration of 3D Terrains. - Alessandro Renzaglia; Jilles Dibangoye; Vincent Le Doze; Olivier Simonin 001 (IROS, 2019)

Human-Like Decision-Making for Automated Driving in Highways. - David Sierra González; Mario Garzón; Jilles Steeve Dibangoye; Christian Laugier (ITSC, 2019)

Combiner Optimisation Stochastique et Frontières pour l'Exploration 3D avec une Flotte de Drones. - Alessandro Renzaglia; Jilles Dibangoye; Vincent Le Doze; Olivier Simonin 001 (JFSMA, 2019)

DynFloR: A Flow Approach for Data Delivery Optimization in Multi-Robot Network Patrolling. - Vlad-Sebastian Ionescu; Zsuzsanna Onet-Marian; Marin-Georgian Badita; Gabriela Czibula; Mihai-Ioan Popescu; Jilles Steeve Dibangoye; Olivier Simonin 001 (KES, 2019)

Learning 3D Navigation Protocols on Touch Interfaces with Cooperative Multi-agent Reinforcement Learning. - Quentin Debard; Jilles Steeve Dibangoye; Stéphane Canu; Christian Wolf 001 (ECML/PKDD (3), 2019)

Multi-UAV Visual Coverage of Partially Known 3D Surfaces: Voronoi-based Initialization to Improve Local Optimizers. - Alessandro Renzaglia; Jilles Dibangoye; Vincent Le Doze; Olivier Simonin 001 (CoRR, 2019)

Learning to Plan with Uncertain Topological Maps. - Edward Beeching; Jilles Dibangoye; Olivier Simonin 001; Christian Wolf 001 (ECCV (3), 2020)

Leveraging Dynamic Occupancy Grids for 3D Object Detection in Point Clouds. - David Sierra González; Anshul Paigwar; Özgür Erkent; Jilles Dibangoye; Christian Laugier (ICARCV, 2020)

Optimally Solving Two-Agent Decentralized POMDPs Under One-Sided Information Sharing. - Yuxuan Xie; Jilles Dibangoye; Olivier Buffet (ICML, 2020)

Deep Reinforcement Learning on a Budget: 3D Control and Reasoning Without a Supercomputer. - Edward Beeching; Jilles Dibangoye; Olivier Simonin 001; Christian Wolf 001 (ICPR, 2020)

EgoMap: Projective Mapping and Structured Egocentric Memory for Deep RL. - Edward Beeching; Jilles Dibangoye; Olivier Simonin 001; Christian Wolf 001 (ECML/PKDD (2), 2020)

On Bellman's Optimality Principle for zs-POSGs. - Olivier Buffet; Jilles Dibangoye; Aurélien Delage; Abdallah Saffidine; Vincent Thomas (CoRR, 2020)

A Common Optimization Framework for Multi-Robot Exploration and Coverage in 3D Environments. - Alessandro Renzaglia; Jilles Dibangoye; Vincent Le Doze; Olivier Simonin 001 (J. Intell. Robotic Syst., 2020)

Reinforcement Learning Policies With Local LQR Guarantees For Nonlinear Discrete-Time Systems. - Samuele Zoboli; Vincent Andrieu; Daniele Astolfi; Giacomo Casadei; Jilles Steeve Dibangoye; Madiha Nadri (CDC, 2021)

HSVI fo zs-POSGs using Concavity, Convexity and Lipschitz Properties. - Aurélien Delage; Olivier Buffet; Jilles Dibangoye (CoRR, 2021)

Godot Reinforcement Learning Agents. - Edward Beeching; Jilles Dibangoye; Olivier Simonin 001; Christian Wolf 001 (CoRR, 2021)

Graph augmented Deep Reinforcement Learning in the GameRLand3D environment. - Edward Beeching; Maxim Peter; Philippe Marcotte; Jilles Dibangoye; Olivier Simonin 001; Joshua Romoff; Christian Wolf 001 (CoRR, 2021)

Heuristic Search Value Iteration for Zero-Sum Stochastic Games. - Olivier Buffet; Jilles Dibangoye; Abdallah Saffidine; Vincent Thomas (IEEE Trans. Games, 2021)

Solving Multi-Agent Routing Problems Using Deep Attention Mechanisms. - Guillaume Bono; Jilles Steeve Dibangoye; Olivier Simonin 001; Laëtitia Matignon; Florian Pereyron (IEEE Trans. Intell. Transp. Syst., 2021)

LAPTNet: LiDAR-Aided Perspective Transform Network. - Manuel Diaz-Zapata; Özgür Erkent; Christian Laugier; Jilles Dibangoye; David Sierra González (ICARCV, 2022)

R-MDP: A Game Theory Approach for Fault-Tolerant Data and Service Management in Crude Oil Pipelines Monitoring Systems. - Safuriyawu Ahmed; Frédéric Le Mouël; Nicolas Stouls; Jilles Steeve Dibangoye (MobiQuitous, 2022)

Optimization of Sensor Configurations for Fault Identification in Smart Buildings. - Naveed Ahmad; Malcolm Egan; Jean-Marie Gorce; Jilles Steeve Dibangoye; Frédéric Le Mouël (ICASSP, 2023)

LAPTNet-FPN: Multi-Scale LiDAR-Aided Projective Transform Network for Real Time Semantic Grid Prediction. - Manuel Diaz-Zapata; David Sierra González; Özgür Erkent; Christian Laugier; Jilles Dibangoye (ICRA, 2023)

Global min-max Computation for α-Hölder Games. - Aurélien Delage; Olivier Buffet; Jilles Steeve Dibangoye (ICTAI, 2023)

On Convex Optimal Value Functions For POSGs. - Rafael F. Cunha; Jacopo Castellini; Johan Peralez; Jilles Steeve Dibangoye (CoRR, 2023)

Codesigned Communication and Data Analytics for Condition-Based Maintenance in Smart Buildings. - Naveed Ahmad; Malcolm Egan; Jean-Marie Gorce; Jilles Steeve Dibangoye; Frédéric Le Mouël (IEEE Internet Things J., 2023)

Event-based neural learning for quadrotor control. - Estéban Carvalho; Pierre Susbielle; Nicolas Marchand; Ahmad Hably; Jilles Steeve Dibangoye (Auton. Robots, 2023)

Exact and anytime approach for solving the time dependent traveling salesman problem with time windows. - Romain Fontaine; Jilles Dibangoye; Christine Solnon (Eur. J. Oper. Res., 2023)

Solving Hierarchical Information-Sharing Dec-POMDPs: An Extensive-Form Game Approach. - Johan Peralez; Aurélien Delage; Olivier Buffet; Jilles Steeve Dibangoye (ICML, 2024)

ε-Optimally Solving Zero-Sum POSGs. - Erwan Escudie; Matthia Sabatelli; Jilles Dibangoye (CoRR, 2024)

HSVI Can Solve Zero-Sum Partially Observable Stochastic Games. - Aurélien Delage; Olivier Buffet; Jilles Steeve Dibangoye; Abdallah Saffidine (Dyn. Games Appl., 2024)

Optimally Solving Simultaneous-Move Dec-POMDPs: The Sequential Central Planning Approach. - Johan Peralez; Aurélien Delage; Jacopo Castellini; Rafael F. Cunha; Jilles Steeve Dibangoye (AAAI, 2025)

ICE-ID: A Novel Historical Census Data Benchmark Comparing NARS against LLMs, & a ML Ensemble on Longitudinal Identity Resolution. - Gonçalo Hora de Carvalho; Lazar S. Popov; Sander Kaatee; Kristinn R. Thórisson; Tangrui Li; Pétur Húni Björnsson; Jilles Steeve Dibangoye (CoRR, 2025)