I am currently working on Applications of Machine Learning and Reinforcement Learning in Vehicle Routing and Transportation Planning.Â
Ayan Maity, Sudeshna Sarkar - International Journal of Green Energy, 2023
Ayan Maity, Sudeshna Sarkar - Journal of Intelligent Transportation Systems, 2025
Vehicle Routing with Finite Time Horizon using Deep Reinforcement Learning with Improved Network Embedding
Ayan Maity, Sudeshna Sarkar - Accepted to AAAI 2026 Workshop on AI for Urban Planning
[Under Review] Electric Vehicle Fleet Routing using Deep Reinforcement Learning with Graph Convolutional Networks and Attention
Ayan Maity, Sudeshna Sarkar - IEEE Transactions on Intelligent Transportation Systems, 2024