Accelerating Message Passing Operation of GDL-Based Constraint Optimization Algorithms Using Multiprocessing

Elevating AI Research at Cognitive Agents and Interaction Lab: A Technical Report on High-Performance Computing Infrastructure

“…Since its incep�on in 2019, the Cogni�ve Agents and Interac�on Lab (CAIL) at the University of Dhaka has become an ac�ve contributor to the field of ar�ficial intelligence (AI). With a star�ng focus on Distributed Constraint Op�miza�on Problems [1] [2] [3], CAIL has grown to be recognized for its role in advancing distributed problem-solving for mul�-agent systems [4]. As the interests of our researchers have evolved, our team later started exploring other compelling areas, including Mul�-Agent Path Finding [5], mul�-modal recommender systems [6] [7], causal inference [8], deep reinforcement learning [9] [10], Graph Neural Networks [11], and others [12] [13].…”