Led by Prof. Abhay Sobhanan, Assistant Professor in the Decision Sciences area at the Indian Institute of Management Bangalore (IIMB), India. CORBIT Lab focuses on research problems in the domain of Operations Research (OR) and Machine Learning (ML).
We develop exact, heuristic, and AI-driven methodologies to solve complex, large-scale optimization problems. Our primary research directions include:
- 🚚 Transportation & Logistics: Vehicle routing, crowdshipping, and equitable workload allocation.
- 🏢 Warehouse Operations: Dynamic order picking, battery management, storage, and facility management.
- 🧠 Neural Combinatorial Optimization: Fusing deep reinforcement learning with traditional operations research algorithms.
- 📊 Supply Chain Management: Decision-making under uncertainty and dynamic production-inventory systems.
- [dynamic-battery-drl] - Code for Deep Reinforcement Learning for Dynamic Battery Management of Autonomous Order Pickers.
We are actively looking for motivated students and researchers passionate about mathematical optimization, integer programming, and machine learning applications.
- Prospective Students: Please review the application guidelines on Dr. Sobhanan's website before reaching out.
- Industry & Academic Collaborators: We welcome opportunities for joint research, seminars, and practical supply chain engagements.
- Lab Director: Prof. Abhay Sobhanan
- Contact: abhay.sobhanan@iimb.ac.in
Advancing open science and reproducible research in Decision Sciences.