3 papers
cs.MA2026
Forecast-Aware Cooperative Planning on Temporal Graphs under Stochastic Adversarial Risk
Manshi Limbu, Xuan Wang, Gregory J. Stein +2
Cooperative multi-robot missions often require teams of robots to traverse environments where traversal risk evolves due to adversary patrols or shifting hazards with stochastic dy…
cs.MA2025
Efficient Multi-Agent Coordination via Dynamic Joint-State Graph Construction
Yanlin Zhou, Manshi Limbu, Xuesu Xiao
Multi-agent pathfinding (MAPF) traditionally focuses on collision avoidance, but many real-world applications require active coordination between agents to improve team performance…
eess.IV2025
MedBLIP: Fine-tuning BLIP for Medical Image Captioning
Manshi Limbu, Diwita Banerjee
Medical image captioning is a challenging task that requires generating clinically accurate and semantically meaningful descriptions of radiology images. While recent vision-langua…