Antoine Fagette

17 papers A 1C 3Misc 1Journal 6Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Systematic Approach to Design Real-World Human-in-the-Loop Deep Reinforcement Learning: Salient Features, Challenges and Trade-offs. CoRR Jalal Arabneydi, Md. Saiful Islam, Srijita Das, Sai Krishna Gottipati, William Duguay, Clodéric Mars, Matthew E. Taylor, Matthew Guzdial, Antoine Fagette, Younes Zerouali
2025	J	`jnl`	Human-AI collaboration in real-world complex environment with reinforcement learning. Neural Comput. Appl. Md. Saiful Islam, Srijita Das, Sai Krishna Gottipati, William Duguay, Clodéric Mars, Jalal Arabneydi, Antoine Fagette, Matthew Guzdial, Matthew E. Taylor
2025	A	`conf`	The Heterogeneous Multi-Agent Challenge. ECAI Charles Dansereau, Junior Samuel López-Yépez, Karthik Soma, Antoine Fagette
2025	J	`jnl`	The Heterogeneous Multi-Agent Challenge. CoRR Charles Dansereau, Junior Samuel López-Yépez, Karthik Soma, Antoine Fagette
2024	—	`conf`	AI Agents Learning Human Decision Policies for Collaborative Situation Assessment in NORAD C2 Operations. ICHMS Tanya S. Paul, Daniel Lafond, Filipe Carvalhais Sanches, Jean-Sébastien Thivierge, Antoine Fagette
2024	C	`conf`	Leveraging A* Pathfinding for Efficient Deep Reinforcement Learning in Obstacle-Dense Environments. ICMLA Junior Samuel López-Yépez, Antoine Fagette, Charles Dansereau, Filipe Carvalhais Sanches
2024	J	`jnl`	Real-time, dense UAV mapping by leveraging monocular depth prediction with monocular-inertial SLAM. Adv. Robotics Yassine Habib, Panagiotis Papadakis, Cédric Le Barz, Antoine Fagette, Tiago Gonçalves, Cédric Buche
2023	—	`conf`	Densifying SLAM for UAV Navigation by Fusion of Monocular Depth Prediction. ICARA Yassine Habib, Panagiotis Papadakis, Cédric Le Barz, Antoine Fagette, Tiago Gonçalves, Cédric Buche
2023	J	`jnl`	Human-AI Collaboration in Real-World Complex Environment with Reinforcement Learning. CoRR Md. Saiful Islam, Srijita Das, Sai Krishna Gottipati, William Duguay, Clodéric Mars, Jalal Arabneydi, Antoine Fagette, Matthew Guzdial, Matthew E. Taylor
2022	—	`conf`	Increasing attacker engagement on SSH honeypots using semantic embeddings of cyber-attack patterns and deep reinforcement learning. SSCI Junior Samuel López-Yépez, Antoine Fagette
2020	C	`conf`	Passive sensor planning for TDOA/FDOA geolocation under communication constraints. FUSION Hugo Seuté, Laurent Ratton, Antoine Fagette
2019	—	`conf`	A Probabilistic Tensor Factorization Approach to Detect Anomalies in Spatiotemporal Traffic Activities. ITSC Xudong Wang, Antoine Fagette, Pascal Sartelet, Lijun Sun
2017	Misc	`conf`	Simulating crowd motion using density estimation and optical flow. WSC Di Chen, Gary S. H. Tan, Antoine Fagette, Stephen Chai
2016	—	`conf`	Using Social Sciences to Enhance the Realism of Simulation for Complex Urban Environments. CSDM Asia Stephen Chai Kheh Chew, Mohd. Faisal Bin Zainal Abiden, Hui Min Ng, Shawn Thian, Sidney Tio, Serge Landry, Antoine Fagette
2014	C	`conf`	Particle Video for Crowd Flow Tracking - Entry-Exit Area and Dynamic Occlusion Detection. ICPRAM Antoine Fagette, Patrick Jamet, Daniel Racoceanu, Jean-Yves Dufour
2014	—	`conf`	Statistically Representative Cloud of Particles for Crowd Flow Tracking. ICPRAM (Selected Papers) Patrick Jamet, Stephen Chai Kheh Chew, Antoine Fagette, Jean-Yves Dufour, Daniel Racoceanu
2014	J	`jnl`	Unsupervised dense crowd detection by multiscale texture analysis. Pattern Recognit. Lett. Antoine Fagette, Nicolas Courty, Daniel Racoceanu, Jean-Yves Dufour