4 papers
GraDeT-HTR: A Resource-Efficient Bengali Handwritten Text Recognition System utilizing Grapheme-based Tokenizer and Decoder-only Transformer
Md. Mahmudul Hasan, Ahmed Nesar Tahsin Choudhury, Mahmudul Hasan +1
Despite Bengali being the sixth most spoken language in the world, handwritten text recognition (HTR) systems for Bengali remain severely underdeveloped. The complexity of Bengali…
Improving Causal Effect Estimation of Weighted RegressionBased Estimator using Neural Networks
Plabon Shaha, Talha Islam Zadid, Ismat Rahman +1
Estimating causal effects from observational data informs us about which factors are important in an autonomous system, and enables us to take better decisions. This is important b…
Learning Cooperation and Online Planning Through Simulation and Graph Convolutional Network
Rafid Ameer Mahmud, Fahim Faisal, Saaduddin Mahmud +1
Multi-agent Markov Decision Process (MMDP) has been an effective way of modelling sequential decision making algorithms for multi-agent cooperative environments. A number of algori…
An Artificial Bee Colony Based Algorithm for Continuous Distributed Constraint Optimization Problems
K. M. Merajul Arefin, Mashrur Rashik, Saaduddin Mahmud +1
Distributed Constraint Optimization Problems (DCOPs) are a frequently used framework in which a set of independent agents choose values from their respective discrete domains to ma…