I am a neural combinatorial optimization researcher pursuing a PhD under the joint supervision of Prof. S. K. Gupta and Dr. Manu K. Gupta. My research focuses on deep reinforcement learning and diffusion-based methods for combinatorial optimization, particularly routing and pickup and delivery problem with applications in transportation and logistics.
- Deep reinforcement learning for combinatorial optimization
- Diffusion models for routing problems
- Pickup and delivery problems
- B. Meghwal, M. K. Gupta and S. K. Gupta, "Learning to Solve Many-to-Many Pickup and Delivery Problems With Multi-Head Heterogeneous Attention," in IEEE Transactions on Intelligent Transportation Systems, vol. 27, no. 8, pp. 9915-9928, 2026.
- Website: https://biharee.github.io
- LinkedIn: https://www.linkedin.com/in/bihareelal-meghwal/
- Email: bihareelal_m@ma.iitr.ac.in
- Google Scholar: https://scholar.google.com/citations?user=0ONFQcoAAAAJ&hl=en
- ResearchGate: https://www.researchgate.net/profile/Bihareelal-Meghwal